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2020 – today

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2024
[j29]
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Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra:
Combining piano performance dimensions for score difficulty classification. Expert Syst. Appl. 238(Part B): 121776 (2024)
[c170]
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Thomas Nuttall, Xavier Serra, Lara Pearson:
Svara-forms and coarticulation in Carnatic music: an investigation using deep clustering. DLfM 2024: 15-22
[c169]
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Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora:
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. ICASSP Workshops 2024: 833-837
[c168]
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Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. MMM (5) 2024: 42-56
[i76]
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  - journals/corr/abs-2402-09318
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Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora:
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. CoRR abs/2402.09318 (2024)
[i75]
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  - journals/corr/abs-2403-03947
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Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra:
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset. CoRR abs/2403.03947 (2024)
[i74]
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  - journals/corr/abs-2407-14364
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Roser Batlle-Roca, Wei-Hsiang Liao, Xavier Serra, Yuki Mitsufuji, Emilia Gómez:
Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio. CoRR abs/2407.14364 (2024)
[i73]
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  - journals/corr/abs-2408-00473
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Pedro Ramoneda, Vsevolod Eremenko, Alexandre D'Hooge, Emilia Parada-Cabaleiro, Xavier Serra:
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach. CoRR abs/2408.00473 (2024)
[i72]
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  - journals/corr/abs-2409-01864
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Pedro Ramoneda, Emilia Parada-Cabaleiro, Benno Weck, Xavier Serra:
The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines? CoRR abs/2409.01864 (2024)
2023
[j28]
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  - journals/pr/Valero-MasGAS23
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Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra:
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognit. 135: 109190 (2023)
[j27]
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  - journals/tismir/PlajaRoglansNPSM23
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Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron:
Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music. Trans. Int. Soc. Music. Inf. Retr. 6(1): 13-26 (2023)
[c167]
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Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov:
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP 2023: 1-5
[c166]
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  - conf/icassp/SinghZSBF23
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Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP 2023: 1-5
[c165]
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  - conf/icassp/TamerOMS23
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Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
TAPE: An End-to-End Timbre-Aware Pitch Estimator. ICASSP 2023: 1-5
[c164]
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  - conf/icassp/WeckS23
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Benno Weck, Xavier Serra:
Data Leakage in Cross-Modal Retrieval Training: A Case Study. ICASSP 2023: 1-5
[c163]
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  - conf/ismir/FernandezKS23
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Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
TriAD: Capturing Harmonics With 3D Convolutions. ISMIR 2023: 29-36
[c162]
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Nazif Can Tamer, Yigitcan Özer, Meinard Müller, Xavier Serra:
High-Resolution Violin Transcription Using Weak Labels. ISMIR 2023: 223-230
[c161]
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  - conf/ismir/MorsiTMFS23
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Alia Morsi, Kana Tatsumi, Akira Maezawa, Takuya Fujishima, Xavier Serra:
Sounds Out of Pläce? Score-Independent Detection of Conspicuous Mistakes in Piano Performances. ISMIR 2023: 352-358
[c160]
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  - conf/ismir/Plaja-RoglansMS23
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Genís Plaja-Roglans, Marius Miron, Adithi Shankar, Xavier Serra:
Carnatic Singing Voice Separation Using Cold Diffusion on Training Data With Bleeding. ISMIR 2023: 553-560
[c159]
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  - conf/ismir/RamonedaVJS23
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Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting Performance Difficulty From Piano Sheet Music Images. ISMIR 2023: 708-715
[c158]
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  - conf/ismir/Alonso-JimenezS23
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Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR 2023: 824-831
[c157]
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  - conf/waspaa/GusoLBSS23
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Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra:
An Objective Evaluation of Hearing AIDS and DNN-Based Binaural Speech Enhancement in Complex Acoustic Scenes. WASPAA 2023: 1-5
[i71]
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  - journals/corr/abs-2302-12258
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Benno Weck, Xavier Serra:
Data leakage in cross-modal retrieval training: A case study. CoRR abs/2302.12258 (2023)
[i70]
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  - journals/corr/abs-2304-12257
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Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov:
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR abs/2304.12257 (2023)
[i69]
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  - journals/corr/abs-2306-08480
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Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra:
Combining piano performance dimensions for score difficulty classification. CoRR abs/2306.08480 (2023)
[i68]
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  - journals/corr/abs-2307-12888
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Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra:
An objective evaluation of Hearing Aids and DNN-based speech enhancement in complex acoustic scenes. CoRR abs/2307.12888 (2023)
[i67]
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  - journals/corr/abs-2309-16287
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Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra:
Predicting performance difficulty from piano sheet music images. CoRR abs/2309.16287 (2023)
[i66]
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  - journals/corr/abs-2309-16418
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Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR abs/2309.16418 (2023)
[i65]
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  - journals/corr/abs-2311-08350
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Jyoti Narang, Viviana De La Vega, Xavier Lizarraga-Seijas, Oscar Mayor, Hector Parra, Jordi Janer, Xavier Serra:
ChoralSynth: Synthetic Dataset of Choral Singing. CoRR abs/2311.08350 (2023)
[i64]
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  - journals/corr/abs-2312-09207
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Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra:
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. CoRR abs/2312.09207 (2023)
2022
[j26]
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  - journals/taslp/FonsecaFPFS22
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Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K: An Open Dataset of Human-Labeled Sound Events. IEEE ACM Trans. Audio Speech Lang. Process. 30: 829-852 (2022)
[c156]
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  - conf/csedu/KimRMS22
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Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra:
An Overview of Automatic Piano Performance Assessment within the Music Education Context. CSEDU (1) 2022: 465-474
[c155]
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Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval. DCASE 2022
[c154]
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  - conf/icassp/FuentesSZRBWSHD22
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Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello:
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. ICASSP 2022: 141-145
[c153]
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  - conf/icassp/RamonedaTESM22
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Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron:
Score Difficulty Analysis for Piano Performance Education based on Fingering. ICASSP 2022: 201-205
[c152]
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Alia Morsi, Xavier Serra:
Bottlenecks and solutions for audio to score alignment research. ISMIR 2022: 272-279
[c151]
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  - conf/ismir/NuttallPPS22
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Thomas Nuttall, Genís Plaja-Roglans, Lara Pearson, Xavier Serra:
In Search of Sañc?ras: Tradition-informed Repeated Melodic Pattern Recognition in Carnatic Music. ISMIR 2022: 337-344
[c150]
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  - conf/ismir/TamerRS22
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Nazif Can Tamer, Pedro Ramoneda, Xavier Serra:
Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis. ISMIR 2022: 517-524
[c149]
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  - conf/ismir/BogdanovLAS22
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Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra:
MusAV: A dataset of relative arousal-valence annotations for validation of audio models. ISMIR 2022: 650-658
[c148]
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Genís Plaja-Roglans, Marius Miron, Xavier Serra:
A diffusion-inspired training strategy for singing voice extraction in the waveform domain. ISMIR 2022: 685-693
[c147]
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Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR 2022: 825-833
[c146]
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  - conf/ismir/CortesCMMMSS22
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Guillem Cortes, Alex Ciurana, Emilio Molina, Marius Miron, Owen Meyers, Joren Six, Xavier Serra:
BAF: An audio fingerprinting dataset for broadcast monitoring. ISMIR 2022: 908-916
[c145]
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  - conf/mm/RamonedaJNSM22
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Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, Marius Miron:
Automatic Piano Fingering from Partially Annotated Scores using Autoregressive Neural Networks. ACM Multimedia 2022: 6502-6510
[e1]
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Preeti Rao, Hema A. Murthy, Ajay Srinivasamurthy, Rachel M. Bittner, Rafael Caro Repetto, Masataka Goto, Xavier Serra, Marius Miron:
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022. 2022, ISBN 978-1-7327299-2-6 [contents]
[d43]
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  - data/10/GongRYS22
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a Cappella Recordings Collection. Zenodo, 2022
[i63]
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  - journals/corr/abs-2203-13010
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Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron:
Score difficulty analysis for piano performance education based on fingering. CoRR abs/2203.13010 (2022)
[i62]
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  - journals/corr/abs-2207-10947
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Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra:
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification. CoRR abs/2207.10947 (2022)
[i61]
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  - journals/corr/abs-2210-02833
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Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra:
Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval. CoRR abs/2210.02833 (2022)
[i60]
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  - journals/corr/abs-2211-08367
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Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
FlowGrad: Using Motion for Visual Sound Source Localization. CoRR abs/2211.08367 (2022)
2021
[j25]
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  - journals/tismir/CorreyaMJASB21
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Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov:
Audio and Music Analysis on the Web using Essentia.js. Trans. Int. Soc. Music. Inf. Retr. 4(1): 167-181 (2021)
[c144]
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  - conf/chiir/FerraroSB21
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Andres Ferraro, Xavier Serra, Christine Bauer:
Break the Loop: Gender Imbalance in Music Recommenders. CHIIR 2021: 249-254
[c143]
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Thomas Nuttall, Genís Plaja-Roglans, Lara Pearson, Xavier Serra:
The Matrix Profile for Motif Discovery in Audio - An Example Application in Carnatic Music. CMMR 2021: 228-237
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Jyoti Narang, Marius Miron, Xavier Lizarraga-Seijas, Xavier Serra:
Analysis of Musical Dynamics in Vocal Performances. CMMR 2021: 301-311
[c141]
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Pablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra:
Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes. DCASE 2021: 50-54
[c140]
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Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. DCASE 2021: 60-64
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Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra:
Unsupervised Contrastive Learning of Sound Event Representations. ICASSP 2021: 371-375
[c138]
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Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov:
Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. ICASSP 2021: 536-540
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Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra:
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP 2021: 591-595
[c136]
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Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP 2021: 596-600
[c135]
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Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez:
Loopnet: Musical Loop Synthesis Conditioned on Intuitive Musical Parameters. ICASSP 2021: 3395-3399
[c134]
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Andres Ferraro, Xavier Serra, Christine Bauer:
What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. INTERACT (2) 2021: 562-584
[c133]
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Minz Won, Keunwoo Choi, Xavier Serra:
Semi-supervised Music Tagging Transformer. ISMIR 2021: 769-776
[c132]
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Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra:
Emotion Embedding Spaces for Matching Music to Stories. ISMIR 2021: 777-785
[c131]
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  - conf/waspaa/FonsecaJEWTHPHM21
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Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra:
Self-Supervised Learning from Automatically Separated Sound Scenes. WASPAA 2021: 251-255
[d42]
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Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron:
Saraga-Carnatic-Melody-Synth. Zenodo, 2021
[i59]
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  - journals/corr/abs-2102-00201
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Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov:
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging. CoRR abs/2102.00201 (2021)
[i58]
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Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra:
Self-Supervised Learning from Automatically Separated Sound Scenes. CoRR abs/2105.02132 (2021)
[i57]
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Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez:
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. CoRR abs/2105.10371 (2021)
[i56]
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Andres Ferraro, Xavier Serra, Christine Bauer:
What is fair? Exploring the artists' perspective on the fairness of music streaming platforms. CoRR abs/2106.02415 (2021)
[i55]
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Eduardo Fonseca, Andres Ferraro, Xavier Serra:
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks. CoRR abs/2107.00623 (2021)
[i54]
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  - journals/corr/abs-2109-12690
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Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello:
Soundata: A Python library for reproducible use of audio datasets. CoRR abs/2109.12690 (2021)
[i53]
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  - journals/corr/abs-2110-07410
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Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra:
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. CoRR abs/2110.07410 (2021)
[i52]
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  - journals/corr/abs-2111-08009
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Pedro Ramoneda, Marius Miron, Xavier Serra:
Piano Fingering with Reinforcement Learning. CoRR abs/2111.08009 (2021)
[i51]
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  - journals/corr/abs-2111-13457
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Minz Won, Keunwoo Choi, Xavier Serra:
Semi-Supervised Music Tagging Transformer. CoRR abs/2111.13457 (2021)
[i50]
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  - journals/corr/abs-2111-13468
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Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra:
Emotion Embedding Spaces for Matching Music to Stories. CoRR abs/2111.13468 (2021)
2020
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  - conf/csedu/EremenkoMNS20
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Vsevolod Eremenko, Alia Morsi, Jyoti Narang, Xavier Serra:
Performance Assessment Technologies for the Support of Musical Instrument Learning. CSEDU (1) 2020: 629-640
[c129]
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Pablo Zinemanas, Ignacio Hounie, Pablo Cancela, Frederic Font, Martín Rocamora, Xavier Serra:
DCASE-Models: A Python Library for Computational Environmental Sound Analysis using Deep-Learning Models. DCASE 2020: 240-244
[c128]
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  - conf/eusipco/FerraroBSJY20
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Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jay Ho Jeon, Jason Yoon:
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. EUSIPCO 2020: 131-135
[c127]
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Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra:
Tensorflow Audio Models in Essentia. ICASSP 2020: 266-270
[c126]
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  - conf/icassp/WonCNS20
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Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra:
Data-Driven Harmonic Filters for Audio Representation Learning. ICASSP 2020: 536-540
[c125]
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  - conf/icassp/RamiresCFGS20
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António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra:
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. ICASSP 2020: 786-790
[c124]
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António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra:
The Freesound Loop Dataset and Annotation Tool. ISMIR 2020: 287-294
[c123]
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  - conf/ismir/CorreyaBJS20
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Albin Andrew Correya, Dmitry Bogdanov, Luis Joglar-Ongay, Xavier Serra:
Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web. ISMIR 2020: 605-612
[c122]
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  - conf/mir/FavoryFS20
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Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. ICMR 2020: 207-214
[c121]
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  - conf/recsys/FerraroJS20
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Andres Ferraro, Dietmar Jannach, Xavier Serra:
Exploring Longitudinal Effects of Session-based Recommendations. RecSys 2020: 474-479
[c120]
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Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra:
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. ComplexRec-ImpactRS@RecSys 2020
[c119]
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Andres Ferraro, Lorenzo Porcaro, Xavier Serra:
Balancing Exposure and Relevance in Academic Search. TREC 2020
[d41]
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Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Dataset used in COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. Zenodo, 2020
[d40]
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Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K. Zenodo, 2020
[d39]
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Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2019. Zenodo, 2020
[i49]
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  - journals/corr/abs-2003-07393
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Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra:
TensorFlow Audio Models in Essentia. CoRR abs/2003.07393 (2020)
[i48]
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  - journals/corr/abs-2004-03985
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Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. CoRR abs/2004.03985 (2020)
[i47]
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  - journals/corr/abs-2005-00878
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Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore, Xavier Serra:
Addressing Missing Labels in Large-scale Sound Event Recognition using a Teacher-student Framework with Loss Masking. CoRR abs/2005.00878 (2020)
[i46]
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  - journals/corr/abs-2006-00751
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Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra:
Evaluation of CNN-based Automatic Music Tagging Models. CoRR abs/2006.00751 (2020)
[i45]
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  - journals/corr/abs-2006-08386
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Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR abs/2006.08386 (2020)
[i44]
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  - journals/corr/abs-2008-07226
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Andres Ferraro, Dietmar Jannach, Xavier Serra:
Exploring Longitudinal Effects of Session-based Recommendations. CoRR abs/2008.07226 (2020)
[i43]
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  - journals/corr/abs-2008-11507
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António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra:
The Freesound Loop Dataset and Annotation Tool. CoRR abs/2008.11507 (2020)
[i42]
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  - journals/corr/abs-2008-11529
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António Ramires, Gilberto Bernardes, Matthew E. P. Davies, Xavier Serra:
TIV.lib: an open-source library for the tonal description of musical audio. CoRR abs/2008.11529 (2020)
[i41]
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  - journals/corr/abs-2010-00475
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Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR abs/2010.00475 (2020)
[i40]
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  - journals/corr/abs-2010-14171
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Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra:
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR abs/2010.14171 (2020)
[i39]
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Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra:
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR abs/2010.16030 (2020)
[i38]
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  - journals/corr/abs-2011-07616
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Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra:
Unsupervised Contrastive Learning of Sound Event Representations. CoRR abs/2011.07616 (2020)

2010 – 2019

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2019
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Luciano Ciamarone, Baris Bozkurt, Xavier Serra:
Automatic Dastgah Recognition Using Markov Models. CMMR 2019: 157-165
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Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio Tagging with Noisy Labels and Minimal Supervision. DCASE 2019: 69-73
[c116]
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Andrés Pérez-López, Eduardo Fonseca, Xavier Serra:
A Hybrid Parametric-Deep Learning Approach for Sound Event Localization and Detection. DCASE 2019: 189-193
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Jordi Pons, Joan Serrà, Xavier Serra:
Training Neural Audio Classifiers with Few Data. ICASSP 2019: 16-20
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Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
Learning Sound Event Classifiers from Web Audio with Noisy Labels. ICASSP 2019: 21-25
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Jordi Pons, Xavier Serra:
Randomly Weighted CNNs for (Music) Audio Classification. ICASSP 2019: 336-340
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Francesc Lluís, Jordi Pons, Xavier Serra:
End-to-End Music Source Separation: Is it Possible in the Waveform Domain? INTERSPEECH 2019: 4619-4623
[c111]
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Thomas Nuttall, Miguel García-Casado, Víctor Núñez-Tarifa, Rafael Caro Repetto, Xavier Serra:
Contributing to New Musicological Theories with Computational Methods: The Case of Centonization in Arab-Andalusian Music. ISMIR 2019: 223-228
[c110]
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Furkan Yesiler, Chris Tralie, Albin Andrew Correya, Diego Furtado Silva, Philip Tovstogan, Emilia Gómez, Xavier Serra:
Da-TACOS: A Dataset for Cover Song Identification and Understanding. ISMIR 2019: 327-334
[c109]
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Felipe Falcão, Baris Bozkurt, Xavier Serra, Nazareno Andrade, Ozan Baysal:
A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System. ISMIR 2019: 439-445
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Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-Agnostic Approaches To Handling Noisy Labels When Training Sound Event Classifiers. WASPAA 2019: 16-20
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Eduardo Fonseca, Mercedes Collado, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
FSDnoisy18k. Zenodo, 2019
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Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Manoj Plakal, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2018. Zenodo, 2019
[i37]
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  - journals/corr/abs-1901-00450
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Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra:
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. CoRR abs/1901.00450 (2019)
[i36]
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  - journals/corr/abs-1901-01189
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Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
Learning Sound Event Classifiers from Web Audio with Noisy Labels. CoRR abs/1901.01189 (2019)
[i35]
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  - journals/corr/abs-1901-02296
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Andres Ferraro, Dmitry Bogdanov, Kyumin Choi, Xavier Serra:
Using offline metrics and user behavior analysis to combine multiple systems for music recommendation. CoRR abs/1901.02296 (2019)
[i34]
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  - journals/corr/abs-1903-11833
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Andrés Ferraro, Dmitry Bogdanov, Xavier Serra:
Skip prediction using boosting trees based on acoustic features of tracks in sessions. CoRR abs/1903.11833 (2019)
[i33]
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  - journals/corr/abs-1905-06717
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Xavier Favory, Xavier Serra:
Multi Web Audio Sequencer: Collaborative Music Making. CoRR abs/1905.06717 (2019)
[i32]
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  - journals/corr/abs-1906-02975
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Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio tagging with noisy labels and minimal supervision. CoRR abs/1906.02975 (2019)
[i31]
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  - journals/corr/abs-1906-04972
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Minz Won, Sanghyuk Chun, Xavier Serra:
Toward Interpretable Music Tagging with Self-Attention. CoRR abs/1906.04972 (2019)
[i30]
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  - journals/corr/abs-1907-08520
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António Ramires, Xavier Serra:
Data Augmentation for Instrument Classification Robust to Audio Effects. CoRR abs/1907.08520 (2019)
[i29]
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  - journals/corr/abs-1908-10133
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Andrés Pérez-López, Eduardo Fonseca, Xavier Serra:
A hybrid parametric-deep learning approach for sound event localization and detection. CoRR abs/1908.10133 (2019)
[i28]
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  - journals/corr/abs-1909-06654
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Jordi Pons, Xavier Serra:
musicnn: Pre-trained convolutional neural networks for music audio tagging. CoRR abs/1909.06654 (2019)
[i27]
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  - journals/corr/abs-1910-12004
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Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. CoRR abs/1910.12004 (2019)
[i26]
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  - journals/corr/abs-1911-04385
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Minz Won, Sanghyuk Chun, Xavier Serra:
Visualizing and Understanding Self-attention based Music Tagging. CoRR abs/1911.04385 (2019)
[i25]
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  - journals/corr/abs-1911-04824
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Andres Ferraro, Dmitry Bogdanov, Jay Ho Jeon, Jason Yoon, Xavier Serra:
Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution. CoRR abs/1911.04824 (2019)
[i24]
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  - journals/corr/abs-1911-04827
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Andres Ferraro, Dmitry Bogdanov, Xavier Serra, Jason Yoon:
Artist and style exposure bias in collaborative filtering based music recommendations. CoRR abs/1911.04827 (2019)
[i23]
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  - journals/corr/abs-1911-11853
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António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra:
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. CoRR abs/1911.11853 (2019)
2018
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Javier Panadero, Jésica de Armas, Xavier Serra, Joan Manuel Marquès:
Multi criteria biased randomized method for resource allocation in distributed systems: Application in a volunteer computing system. Future Gener. Comput. Syst. 82: 29-40 (2018)
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Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra:
Multimodal Deep Learning for Music Genre Classification. Trans. Int. Soc. Music. Inf. Retr. 1(1): 4-21 (2018)
[c107]
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Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra:
General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline. DCASE 2018: 69-73
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  - conf/dlfm/RepettoPCBS18
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Rafael Caro Repetto, Niccolò Pretto, Amin Chaachoo, Baris Bozkurt, Xavier Serra:
An open corpus for the computational research of arab-andalusian music. DLfm 2018: 78-86
[c105]
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  - conf/icassp/RethagePS18
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Dario Rethage, Jordi Pons, Xavier Serra:
A Wavenet for Speech Denoising. ICASSP 2018: 5069-5073
[c104]
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Rong Gong, Xavier Serra:
Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions. INTERSPEECH 2018: 716-720
[c103]
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  - conf/ismir/EremenkoDBS18
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Vsevolod Eremenko, Emir Demirel, Baris Bozkurt, Xavier Serra:
Audio-Aligned Jazz Harmony Dataset for Automatic Chord Transcription and Corpus-based Research. ISMIR 2018: 483-490
[c102]
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  - conf/ismir/PonsNPSES18
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Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra:
End-to-end Learning for Music Audio Tagging at Scale. ISMIR 2018: 637-644
[c101]
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  - conf/recsys/FerraroBYKS18
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Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra:
Automatic playlist continuation using a hybrid recommender system combining features from text and audio. RecSys Challenge 2018: 2:1-2:5
[c100]
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  - conf/whispers/KartakoullisKGS18
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Andreas Kartakoullis, Andreas Kamilaris, Joel Gonzalez, Xavier Serra, Pere Gou, Maria Font:
Hyperspectral Imaging for Assessing the Quality Attributes of Cured Pork Loin. WHISPERS 2018: 1-4
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  - conf/www/KimWSL18
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Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) 2018: 1929-1934
[d36]
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  - data/10/BozkurtSGS18
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Baris Bozkurt, Ajay Srinivasamurthy, Sankalp Gulati, Xavier Serra:
Saraga: research datasets of Indian Art Music. Zenodo, 2018
[d35]
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Baris Bozkurt, Ajay Srinivasamurthy, Sankalp Gulati, Xavier Serra:
Saraga: research datasets of Indian Art Music. Zenodo, 2018
[d34]
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  - data/10/ChaachooSPRBS18
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Amin Chaachoo, Mohamed Sordo, Niccolò Pretto, Rafael Caro Repetto, Baris Bozkurt, Xavier Serra:
Arab-Andalusian music corpus. Zenodo, 2018
[d33]
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Amin Chaachoo, Mohamed Sordo, Niccolò Pretto, Rafael Caro Repetto, Baris Bozkurt, Xavier Serra:
Arab-Andalusian metadata set. Zenodo, 2018
[d32]
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  - data/10/DzhambazovSS18
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Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish şarkı vocal dataset. Zenodo, 2018
[d31]
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Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish Makam Acapella Sections Dataset. Zenodo, 2018
[d30]
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  - data/10/EremenkoDBS18
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Vsevolod Eremenko, Emir Demirel, Baris Bozkurt, Xavier Serra:
JAAH: Audio-aligned jazz harmony dataset. Zenodo, 2018
[d29]
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  - data/10/GongRS18
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Zenodo, 2018
[d28]
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Zenodo, 2018
[d27]
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Zenodo, 2018
[d26]
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Jingju a cappella singing dataset part2. Zenodo, 2018
[d25]
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Zenodo, 2018
[d24]
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Zenodo, 2018
[d23]
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Zenodo, 2018
[d22]
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Zenodo, 2018
[d21]
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Rong Gong, Rafael Caro Repetto, Yile Yang, Xavier Serra:
Jingju a cappella singing dataset part1. Zenodo, 2018
[d20]
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Rong Gong, Xavier Serra:
Dataset for Interspeech 2018 submission: Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions. Zenodo, 2018
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Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Zenodo, 2018
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Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Zenodo, 2018
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Rong Gong, Xavier Serra:
Jingju a cappella singing dataset part3. Zenodo, 2018
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Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission: file list and phoneme number information. Zenodo, 2018
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Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Zenodo, 2018
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Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Zenodo, 2018
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Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Zenodo, 2018
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Rong Gong, Xavier Serra:
Experiment dataset supplementary materials for DLfM 2018 submission. Zenodo, 2018
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Rong Gong, Xavier Serra:
Jingju a cappella singing voice test dataset for "An efficient deep learning model for musical onset detection". Zenodo, 2018
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Mohamed Sordo, Mehdi Chaachoo, Xavier Serra:
Arab-Andalusian music lyrics dataset. Zenodo, 2018
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Mohamed Sordo, Mehdi Chaachoo, Xavier Serra:
Arab-Andalusian music lyrics dataset. Zenodo, 2018
[i22]
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  - journals/corr/abs-1805-00237
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Jordi Pons, Xavier Serra:
Randomly weighted CNNs for (music) audio classification. CoRR abs/1805.00237 (2018)
[i21]
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Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR abs/1805.02043 (2018)
[i20]
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Rong Gong, Xavier Serra:
Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions. CoRR abs/1806.01665 (2018)
[i19]
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Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018)
[i18]
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Rong Gong, Xavier Serra:
Towards an efficient deep learning model for musical onset detection. CoRR abs/1806.06773 (2018)
[i17]
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Eduardo Fonseca, Rong Gong, Xavier Serra:
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification. CoRR abs/1806.07506 (2018)
[i16]
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Sergio Oramas, Luis Espinosa Anke, Francisco Gómez, Xavier Serra:
Natural Language Processing for Music Knowledge Discovery. CoRR abs/1807.02200 (2018)
[i15]
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Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra:
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline. CoRR abs/1807.09902 (2018)
[i14]
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Jordi Pons, Joan Serrà, Xavier Serra:
Training neural audio classifiers with few data. CoRR abs/1810.10274 (2018)
[i13]
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Francesc Lluís, Jordi Pons, Xavier Serra:
End-to-end music source separation: is it possible in the waveform domain? CoRR abs/1810.12187 (2018)
[i12]
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Xavier Favory, Eduardo Fonseca, Frederic Font, Xavier Serra:
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies. CoRR abs/1811.10988 (2018)
2017
[j22]
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Ajay Srinivasamurthy, Andre Holzapfel, Kaustuv Kanti Ganguli, Xavier Serra:
Aspects of Tempo and Rhythmic Elaboration in Hindustani Music: A Corpus Study. Frontiers Digit. Humanit. 4: 20 (2017)
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Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra, Eugenio Di Sciascio:
Sound and Music Recommendation with Knowledge Graphs. ACM Trans. Intell. Syst. Technol. 8(2): 21:1-21:21 (2017)
[c98]
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Eduardo Fonseca, Rong Gong, Dmitry Bogdanov, Olga Slizovskaia, Emilia Gómez, Xavier Serra:
Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks. DCASE 2017: 37-41
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Luis Espinosa Anke, Sergio Oramas, Horacio Saggion, Xavier Serra:
ELMDist: A Vector Space Model with Words and MusicBrainz Entities. ESWC (Satellite Events) 2017: 355-366
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  - conf/eusipco/PonsSGGS17
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Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra:
Timbre analysis of music audio signals with convolutional neural networks. EUSIPCO 2017: 2744-2748
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Jordi Pons, Xavier Serra:
Designing efficient architectures for modeling temporal features with convolutional neural networks. ICASSP 2017: 2472-2476
[c94]
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Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra:
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. ISMIR 2017: 23-30
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research. DLfM 2017: 37-40
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Rafael Caro Repetto, Shuo Zhang, Xavier Serra:
Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores. DLfM 2017: 41-44
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Rafael Caro Repetto, Xavier Serra:
A Collection of Music Scores for Corpus Based Jingju Singing Research. ISMIR 2017: 46-52
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Dmitry Bogdanov, Xavier Serra:
Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database. ISMIR 2017: 89-95
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Jordi Pons, Rong Gong, Xavier Serra:
Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks. ISMIR 2017: 383-389
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Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Understanding the Expressive Functions of Jingju Metrical Patterns Through Lyrics Text Mining. ISMIR 2017: 397-403
[c87]
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Rong Gong, Jordi Pons, Xavier Serra:
Audio to Score Matching by Combining Phonetic and Duration Information. ISMIR 2017: 428-434
[c86]
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Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra:
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR 2017: 486-493
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Ajay Srinivasamurthy, Andre Holzapfel, Xavier Serra:
Informed Automatic Meter Analysis of Music Recordings. ISMIR 2017: 679-685
[c84]
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Georgi Dzhambazov, Andre Holzapfel, Ajay Srinivasamurthy, Xavier Serra:
Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio. ISMIR 2017: 702-708
[c83]
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Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra:
A Deep Multimodal Approach for Cold-start Music Recommendation. DLRS@RecSys 2017: 32-37
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Rafael Caro Repetto, Xavier Serra:
Jingju Music Scores Collection. Zenodo, 2017
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Shuo Zhang, Rafael Caro Repetto, Xavier Serra, Yile Yang:
Annotated jingju arias dataset. Zenodo, 2017
[i11]
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Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra:
Timbre Analysis of Music Audio Signals with Convolutional Neural Networks. CoRR abs/1703.06697 (2017)
[i10]
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Dario Rethage, Jordi Pons, Xavier Serra:
A Wavenet for Speech Denoising. CoRR abs/1706.07162 (2017)
[i9]
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Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra:
A Deep Multimodal Approach for Cold-start Music Recommendation. CoRR abs/1706.09739 (2017)
[i8]
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Jordi Pons, Rong Gong, Xavier Serra:
Score-informed syllable segmentation for a cappella singing voice with convolutional neural networks. CoRR abs/1707.03544 (2017)
[i7]
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Rong Gong, Jordi Pons, Xavier Serra:
Audio to score matching by combining phonetic and duration information. CoRR abs/1707.03547 (2017)
[i6]
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Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra:
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features. CoRR abs/1707.04916 (2017)
[i5]
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Georgi Dzhambazov, Andre Holzapfel, Ajay Srinivasamurthy, Xavier Serra:
Metrical-accent Aware Vocal Onset Detection in Polyphonic Audio. CoRR abs/1707.06163 (2017)
[i4]
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  - journals/corr/abs-1708-03986
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Rong Gong, Rafael Caro Repetto, Xavier Serra:
Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research. CoRR abs/1708.03986 (2017)
[i3]
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  - journals/corr/abs-1711-02520
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Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra:
End-to-end learning for music audio tagging at scale. CoRR abs/1711.02520 (2017)
[i2]
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  - journals/corr/abs-1711-07551
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Rong Gong, Xavier Serra:
Identification of potential Music Information Retrieval technologies for computer-aided jingju singing training. CoRR abs/1711.07551 (2017)
2016
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Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra:
Information extraction for knowledge base construction in the music domain. Data Knowl. Eng. 106: 70-83 (2016)
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Jordi Pons, Thomas Lidy, Xavier Serra:
Experimenting with musically motivated convolutional neural networks. CBMI 2016: 1-6
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  - conf/dlfm/KarakurtSS16
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  - https://dblp.org/rec/conf/dlfm/KarakurtSS16
Altug Karakurt, Sertan Sentürk, Xavier Serra:
MORTY: A Toolbox for Mode Recognition and Tonic Identification. DLfm 2016: 9-16
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Alastair Porter, Dmitry Bogdanov, Xavier Serra:
Mining metadata from the web for AcousticBrainz. DLfm 2016: 53-56
[c79]
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Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Sertan Sentürk, Xavier Serra:
Phrase-based rĀga recognition using vector space modeling. ICASSP 2016: 66-70
[c78]
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Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. ICASSP 2016: 76-80
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Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Discovering rāga motifs by characterizing communities in networks of melodic patterns. ICASSP 2016: 286-290
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Sanjeel Parekh, Frederic Font, Xavier Serra:
Improving Audio Retrieval through Loudness Profile Categorization. ISM 2016: 565-568
[c75]
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Sergio Oramas, Luis Espinosa Anke, Aonghus Lawlor, Xavier Serra, Horacio Saggion:
Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies. ISMIR 2016: 150-156
[c74]
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Frederic Font, Xavier Serra:
Tempo Estimation for Music Loops and a Simple Confidence Measure. ISMIR 2016: 269-275
[c73]
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Dmitry Bogdanov, Alastair Porter, Perfecto Herrera, Xavier Serra:
Cross-Collection Evaluation for Music Classification Tasks. ISMIR 2016: 379-385
[c72]
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Giuseppe Bandiera, Oriol Romani Picas, Hiroshi Tokuda, Wataru Hariya, Koji Oishi, Xavier Serra:
Good-sounds.org: A Framework to Explore Goodness in Instrumental Sounds. ISMIR 2016: 414-419
[c71]
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Kaustuv Kanti Ganguli, Sankalp Gulati, Xavier Serra, Preeti Rao:
Data-Driven Exploration of Melodic Structure in Hindustani Music. ISMIR 2016: 605-611
[c70]
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Georgi Dzhambazov, Ajay Srinivasamurthy, Sertan Sentürk, Xavier Serra:
On the Use of Note Onsets for Improved Lyrics-To-Audio Alignment in Turkish Makam Music. ISMIR 2016: 716-722
[c69]
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Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Sertan Sentürk, Xavier Serra:
Time-Delayed Melody Surfaces for Rāga Recognition. ISMIR 2016: 751-757
[c68]
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Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra:
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain. LREC 2016
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Xavier Serra, Jésica de Armas, Joan Manuel Marquès:
Simulating and optimizing resource allocation in a micro-blogging applicacion. WSC 2016: 3167-3176
2015
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Xavier Serra:
Anomaly Detection in Noisy Images. University of Maryland, College Park, MD, USA, 2015
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Frederic Font, Joan Serrà, Xavier Serra:
Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy. ACM Trans. Intell. Syst. Technol. 7(1): 6:1-6:27 (2015)
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Sankalp Gulati, Joan Serrà, Xavier Serra:
An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. ICASSP 2015: 678-682
[c65]
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Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke, Xavier Serra:
A Semantic-Based Approach for Artist Similarity. ISMIR 2015: 100-106
[c64]
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Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Predicting Pairwise Pitch Contour Relations Based on Linguistic Tone Information in Beijing Opera Singing. ISMIR 2015: 107-113
[c63]
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Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra:
Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks. ISMIR 2015: 197-203
[c62]
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Swapnil Gupta, Ajay Srinivasamurthy, Manoj Kumar, Hema A. Murthy, Xavier Serra:
Discovery of Syllabic Percussion Patterns in Tabla Solo Recordings. ISMIR 2015: 385-391
[c61]
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Rafael Caro Repetto, Rong Gong, Nadine Kroher, Xavier Serra:
Comparison of the Singing Style of Two Jingju Schools. ISMIR 2015: 507-513
[c60]
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Sankalp Gulati, Joan Serrà, Xavier Serra:
Improving Melodic Similarity in Indian Art Music Using Culture-Specific Melodic Characteristics. ISMIR 2015: 680-686
[c59]
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Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Searching Lyrical Phrases in A-Capella Turkish Makam Recordings. ISMIR 2015: 687-693
[c58]
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Alastair Porter, Dmitry Bogdanov, Robert Kaye, Roman Tsukanov, Xavier Serra:
AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio. ISMIR 2015: 786-792
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Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Sergio Oramas, Xavier Serra:
A Semantic Hybrid Approach for Sound Recommendation. WWW (Companion Volume) 2015: 85-86
[d6]
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Georgi Dzhambazov, Sertan Sentürk, Xavier Serra:
Turkish Makam Acapella Sections Dataset. Zenodo, 2015
2014
[j18]
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Frederic Font, Joan Serrà, Xavier Serra:
Class-based tag recommendation and user-based evaluation in online audio clip sharing. Knowl. Based Syst. 67: 131-142 (2014)
[c56]
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Mi Tian, Ajay Srinivasamurthy, Mark B. Sandler, Xavier Serra:
A study of instrument-wise onset detection in Beijing Opera percussion ensembles. ICASSP 2014: 2159-2163
[c55]
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Ajay Srinivasamurthy, Xavier Serra:
A supervised approach to hierarchical metrical cycle tracking from audio music recordings. ICASSP 2014: 5217-5221
[c54]
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Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Xavier Serra:
Landmark Detection in Hindustani Music Melodies. ICMC 2014
[c53]
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Ajay Srinivasamurthy, Gopala Krishna Koduri, Sankalp Gulati, Vignesh Ishwar, Xavier Serra:
Corpora for Music Information Research in Indian Art Music. ICMC 2014
[c52]
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Rafael Caro Repetto, Xavier Serra:
Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis. ISMIR 2014: 313-318
[c51]
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Shuo Zhang, Rafael Caro Repetto, Xavier Serra:
Study of the Similarity between Linguistic Tones and Melodic Pitch Contours in Beijing Opera Singing. ISMIR 2014: 343-348
[c50]
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Ajay Srinivasamurthy, Rafael Caro Repetto, Sundar Harshavardhan, Xavier Serra:
Transcription and Recognition of Syllable based Percussion Patterns: The Case of Beijing Opera. ISMIR 2014: 431-436
[c49]
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Julián Urbano, Dmitry Bogdanov, Perfecto Herrera, Emilia Gómez, Xavier Serra:
What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? ISMIR 2014: 573-578
[c48]
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Alastair Porter, Xavier Serra:
An analysis and storage system for music research datasets. DLfM@JCDL 2014: 1-3
[c47]
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Mohamed Sordo, Amin Chaachoo, Xavier Serra:
Creating Corpora for Computational Research in Arab-Andalusian Music. DLfM@JCDL 2014: 1-3
[c46]
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Burak Uyar, Hasan Sercan Atli, Sertan Sentürk, Baris Bozkurt, Xavier Serra:
A Corpus for Computational Research of Turkish Makam Music. DLfM@JCDL 2014: 1-7
[c45]
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Frederic Font, Joan Serrà, Xavier Serra:
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio 2014
[c44]
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Xavier Serra:
Creating Research Corpora for the Computational Study of Music: the case of the CompMusic Project. Semantic Audio 2014
[c43]
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Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra:
Extending Tagging Ontologies with Domain Specific Knowledge. ISWC (Posters & Demos) 2014: 209-212
[c42]
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Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra:
Mining Melodic Patterns in Large Audio Collections of Indian Art Music. SITIS 2014: 264-271
[d5]
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Georgi Dzhambazov, Xavier Serra:
Turkish şarkı vocal dataset. Zenodo, 2014
[d4]
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Sankalp Gulati, Ashwin Bellur, Justin Salamon, H. G. Ranjani, Vignesh Ishwar, Hema A. Murthy, Xavier Serra:
Indian Art Music Tonic Datasets. Zenodo, 2014
[d3]
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Gopala K. Koduri, Vignesh Ishwar, Joan Serrà, Xavier Serra:
Carnatic Varnam Dataset. Zenodo, 2014
[d2]
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Sertan Sentürk, Sankalp Gulati, Xavier Serra:
Turkish Makam Music Audio-Score Alignment Dataset. Zenodo, 2014
[d1]
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Mi Tian, Ajay Srinivasamurthy, Mark Sandler, Xavier Serra:
Beijing Opera Percussion Instrument Dataset. Zenodo, 2014
2013
[j17]
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Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems. Int. J. Semantic Web Inf. Syst. 9(2): 1-30 (2013)
[j16]
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Julián Urbano, Markus Schedl, Xavier Serra:
Evaluation in Music Information Retrieval. J. Intell. Inf. Syst. 41(3): 345-369 (2013)
[c41]
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Alastair Porter, Mohamed Sordo, Xavier Serra:
Dunya: A System to Browse Audio Music Collections Exploiting Cultural Context. ISMIR 2013: 101-106
[c40]
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Sertan Sentürk, Sankalp Gulati, Xavier Serra:
Score Informed Tonic Identification for Makam Music of Turkey. ISMIR 2013: 175-180
[c39]
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Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra:
Essentia: An Audio Analysis Library for Music Information Retrieval. ISMIR 2013: 493-498
[c38]
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Frederic Font, Gerard Roma, Xavier Serra:
Freesound technical demo. ACM Multimedia 2013: 411-412
[c37]
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Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra:
ESSENTIA: an open-source library for sound and music analysis. ACM Multimedia 2013: 855-858
[c36]
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Xavier Serra:
Singing voice synthesis in the context of music technology research. SSW 2013: 313
2012
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Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra:
Small world networks and creativity in audio clip sharing. Int. J. Soc. Netw. Min. 1(1): 112-127 (2012)
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Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra:
Characterization and exploitation of community structure in cover song networks. Pattern Recognit. Lett. 33(9): 1032-1041 (2012)
[j13]
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Joan Serrà, Holger Kantz, Xavier Serra, Ralph G. Andrzejak:
Predictability of Music Descriptor Time Series and its Application to Cover Song Detection. IEEE Trans. Speech Audio Process. 20(2): 514-525 (2012)
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Rafael Ramírez, Esteban Maestre, Xavier Serra:
A Rule-Based Evolutionary Approach to Music Performance Modeling. IEEE Trans. Evol. Comput. 16(1): 96-107 (2012)
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Frederic Font, Gerard Roma, Perfecto Herrera, Xavier Serra:
Characterization of the Freesound online community. CIP 2012: 1-6
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Tan Hakan Özaslan, Xavier Serra, Josep Lluís Arcos:
Characterization of Embellishments in Ney Performances of Makam Music in Turkey. ISMIR 2012: 13-18
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Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-based Tag Recommendation for Online Audio Clip Sharing. ISMIR 2012: 73-78
[c32]
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Gopala K. Koduri, Joan Serrà, Xavier Serra:
Characterization of Intonation in Carnatic Music by Parametrizing Pitch Histograms. ISMIR 2012: 199-204
[c31]
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Mohamed Sordo, Joan Serrà, Gopala K. Koduri, Xavier Serra:
Extracting Semantic Information from an Online Carnatic Music Forum. ISMIR 2012: 355-360
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Justin Salamon, Sankalp Gulati, Xavier Serra:
A Multipitch Approach to Tonic Identification in Indian Classical Music. ISMIR 2012: 499-504
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Xavier Serra:
Data gathering for a culture specific approach in MIR. WWW (Companion Volume) 2012: 867-868
2011
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Dmitry Bogdanov, Joan Serrà, Nicolas Wack, Perfecto Herrera, Xavier Serra:
Unifying Low-Level and High-Level Music Similarity Measures. IEEE Trans. Multim. 13(4): 687-701 (2011)
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Waldo Nogueira, Martín Haro, Perfecto Herrera, Xavier Serra:
Music perception with current signal processing strategies for cochlear implants. ISABEL 2011: 183:1-183:5
[c27]
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Xavier Serra:
A Multicultural Approach in Music Information Research. ISMIR 2011: 151-156
[c26]
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Joan Serrà, Gopala K. Koduri, Marius Miron, Xavier Serra:
Assessing the Tuning of Sung Indian Classical Music. ISMIR 2011: 157-162
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Gopala K. Koduri, Marius Miron, Joan Serrà, Xavier Serra:
Computational Approaches for the Understanding of Melody in Carnatic Music. ISMIR 2011: 263-268
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Frederic Font, Xavier Serra:
Extending Sound Sample Descriptions through the Extraction of Community Knowledge. UMAP 2011: 418-421
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Joan Serrà, Massimiliano Zanin, Perfecto Herrera, Xavier Serra:
Characterization and exploitation of community structure in cover song networks. CoRR abs/1108.6003 (2011)
2010
[j10]
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Gerard Roma, Jordi Janer, Stefan Kersten, Mattia Schirosa, Perfecto Herrera, Xavier Serra:
Ecological Acoustics Perspective for Content-Based Retrieval of Environmental Sounds. EURASIP J. Audio Speech Music. Process. 2010 (2010)
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Cyril Laurier, Owen Meyers, Joan Serrà, Martin Blech, Perfecto Herrera, Xavier Serra:
Indexing music by mood: design and integration of an automatic content-based annotator. Multim. Tools Appl. 48(1): 161-184 (2010)
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Rafael Ramírez, Esteban Maestre, Xavier Serra:
Automatic performer identification in commercial monophonic Jazz performances. Pattern Recognit. Lett. 31(12): 1514-1523 (2010)

2000 – 2009

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2009
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Esteban Maestre, Rafael Ramírez, Stefan Kersten, Xavier Serra:
Expressive Concatenative Synthesis by Reusing Samples from Real Performance Recordings. Comput. Music. J. 33(4): 23-42 (2009)
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Amaury Hazan, Ricard Marxer, Paul Brossier, Hendrik Purwins, Perfecto Herrera, Xavier Serra:
What/when causal expectation modelling applied to audio signals. Connect. Sci. 21(2&3): 119-143 (2009)
[c23]
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Xavier Serra:
Scientific and technological challenges of musical interest. CCIA 2009: 3-4
2008
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Rafael Ramírez, Amaury Hazan, Esteban Maestre, Xavier Serra:
A Genetic Rule-Based Model of Expressive Performance for Jazz Saxophone. Comput. Music. J. 32(1): 38-50 (2008)
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Joan Serrà, Emilia Gómez, Perfecto Herrera, Xavier Serra:
Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification. IEEE Trans. Speech Audio Process. 16(6): 1138-1151 (2008)
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Òscar Celma, Xavier Serra:
FOAFing the music: Bridging the semantic gap in music recommendation. J. Web Semant. 6(4): 250-256 (2008)
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Rafael Ramírez, Amaury Hazan, Jordi Marine, Xavier Serra:
Evolutionary Computing for Expressive Music Performance. The Art of Artificial Evolution 2008: 123-142
2007
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Jordi Bonada, Xavier Serra:
Synthesis of the Singing Voice by Performance Sampling and Spectral Models. IEEE Signal Process. Mag. 24(2): 67-79 (2007)
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Rafael Ramírez, Esteban Maestre, Antonio Pertusa, Emilia Gómez, Xavier Serra:
Performance-Based Interpreter Identification in Saxophone Audio Recordings. IEEE Trans. Circuits Syst. Video Technol. 17(3): 356-364 (2007)
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Xavier Serra:
State of the Art and Future Directions in Musical Sound Synthesis. MMSP 2007: 9-12
2006
[c20]
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Òscar Celma, Perfecto Herrera, Xavier Serra:
A Multimodal Approach to Bridge the Music Semantic Gap. SAMT (Posters and Demos) 2006
2005
[c19]
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Xavier Serra:
Towards a Roadmap for the Research in Music Technology. ICMC 2005
2004
[c18]
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Xavier Serra:
Current Research in Music Technology at the Audiovisual Institute of the Pompeu Fabra University. ICMC 2004
[c17]
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Matthew Wright, Roger B. Dannenberg, Stephen Travis Pope, Xavier Rodet, Xavier Serra, David Wessel:
Panel: Standards from the Computer Music Community. ICMC 2004
2001
[c16]
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Jordi Bonada, Òscar Celma, Alex Loscos, Jaume Ortolà, Xavier Serra, Yasuo Yoshioka, Hiraku Kayama, Yuji Hisaminato, Hideki Kenmochi:
Singing Voice Synthesis Combining Excitation plus Resonance and Sinusoidal plus Residual Models. ICMC 2001
2000
[c15]
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Maarten de Boer, Jordi Bonada, Pedro Cano, Alex Loscos, Xavier Serra:
Singing Voice Impersonator Application for PC. ICMC 2000
[c14]
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Maarten de Boer, Jordi Bonada, Xavier Serra:
Using the Sound Description Interchange Format within the SMS Applications. ICMC 2000
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Pedro Cano, Alex Loscos, Jordi Bonada, Maarten de Boer, Xavier Serra:
Voice Morphing System for Impersonating in Karaoke Applications. ICMC 2000
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Xavier Serra:
Musical Activities at the Audiovisual Institute of the Pompeu Fabra University. ICMC 2000
[c11]
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Perfecto Herrera-Boyer, Xavier Amatriain, Eloi Batlle, Xavier Serra:
Towards Instrument Segmentation for Music Content Description: a Critical Review of Instrument Classification Techniques. ISMIR 2000

1990 – 1999

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1999
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Perfecto Herrera, Xavier Serra, Geoffroy Peeters:
Audio Descriptors and Descriptor Schemes in the Context of MPEG-7. ICMC 1999
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Eduard Resina, Xavier Serra:
The Musicians' Sofware Mall: A Set of Composition and Performance Oriented Applications for Sound Synthesis. ICMC 1999
1998
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Matthew Wright, Amar Chaudhary, Adrian Freed, David Wessel, Xavier Rodet, Dominique Virolle, Rolf Wöhrmann, Xavier Serra:
New Applications of the Sound Description Interchange Format. ICMC 1998
1997
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Josep Lluís Arcos, Ramón López de Mántaras, Xavier Serra:
SaxEx: a case-based reasoning system for generating expressive musical performances. ICMC 1997
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Ramon Loureiro, Xavier Serra:
A web interface for a sound database and processing system. ICMC 1997
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Xavier Serra, Jordi Bonada, Perfecto Herrera, Ramon Loureiro:
Integrating complementary spectral models in the design of a musical synthesizer. ICMC 1997
1994
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Xavier Serra:
Sound hybridization based on a deterministic plus stochastic decomposition model. ICMC 1994

1980 – 1989

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1989
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Xavier Serra, Julius O. Smith III:
Spectral Modeling Synthesis. ICMC 1989
1987
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Julius O. Smith III, Xavier Serra:
PARSHL: An Analysis/Synthesis Program for Non-Harmonic Sounds Based on a Sinusoidal Representation. ICMC 1987
1986
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Xavier Serra:
A Computer Model for Bar Percussion Instruments. ICMC 1986

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