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Gasper Begus
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2020 – today
- 2023
- [c3]Gasper Begus, Alan Zhou, Peter Wu, Gopala Krishna Anumanchipalli:
Articulation GAN: Unsupervised Modeling of Articulatory Learning. ICASSP 2023: 1-5 - [i16]Gasper Begus, Andrej Leban, Shane Gero:
Approaching an unknown communication system by latent space exploration and causal inference. CoRR abs/2303.10931 (2023) - [i15]Russell A. Poldrack, Thomas Lu, Gasper Begus:
AI-assisted coding: Experiments with GPT-4. CoRR abs/2304.13187 (2023) - [i14]Gasper Begus, Maksymilian Dabkowski, Ryan Rhodes:
Large Linguistic Models: Analyzing theoretical linguistic abilities of LLMs. CoRR abs/2305.00948 (2023) - [i13]Gasper Begus, Thomas Lu, Zili Wang:
Basic syntax from speech: Spontaneous concatenation in unsupervised deep neural networks. CoRR abs/2305.01626 (2023) - [i12]Maksymilian Dabkowski, Gasper Begus:
Large language models and (non-)linguistic recursion. CoRR abs/2306.07195 (2023) - [i11]Gasper Begus, Thomas Lu, Alan Zhou, Peter Wu, Gopala Krishna Anumanchipalli:
CiwaGAN: Articulatory information exchange. CoRR abs/2309.07861 (2023) - 2022
- [j5]Gasper Begus:
Local and non-local dependency learning and emergence of rule-like representations in speech data by deep convolutional generative adversarial networks. Comput. Speech Lang. 71: 101244 (2022) - [j4]Gasper Begus, Alan Zhou:
Interpreting Intermediate Convolutional Layers of Generative CNNs Trained on Waveforms. IEEE ACM Trans. Audio Speech Lang. Process. 30: 3214-3229 (2022) - [c2]Gasper Begus, Alan Zhou:
Interpreting Intermediate Convolutional Layers In Unsupervised Acoustic Word Classification. ICASSP 2022: 8207-8211 - [c1]Gasper Begus, Alan Zhou:
Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data. INTERSPEECH 2022: 5298-5302 - [i10]Gasper Begus, Alan Zhou:
Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data. CoRR abs/2203.11476 (2022) - [i9]Gasper Begus, Alan Zhou, Peter Wu, Gopala Krishna Anumanchipalli:
Articulation GAN: Unsupervised modeling of articulatory learning. CoRR abs/2210.15173 (2022) - 2021
- [j3]Gasper Begus:
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks. Neural Networks 139: 305-325 (2021) - [j2]Gasper Begus:
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication. Trans. Assoc. Comput. Linguistics 9: 1180-1196 (2021) - [i8]Jacob Andreas, Gasper Begus, Michael M. Bronstein, Roee Diamant, Denley Delaney, Shane Gero, Shafi Goldwasser, David F. Gruber, Sarah de Haas, Peter Malkin, Roger Payne, Giovanni Petri, Daniela Rus, Pratyusha Sharma, Dan Tchernov, Pernille Tønnesen, Antonio Torralba, Daniel M. Vogt, Robert J. Wood:
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales. CoRR abs/2104.08614 (2021) - [i7]Gasper Begus, Alan Zhou:
Interpreting intermediate convolutional layers of CNNs trained on raw speech. CoRR abs/2104.09489 (2021) - [i6]Gasper Begus, Alan Zhou:
Interpreting intermediate convolutional layers in unsupervised acoustic word classification. CoRR abs/2110.02375 (2021) - 2020
- [j1]Gasper Begus:
Generative Adversarial Phonology: Modeling Unsupervised Phonetic and Phonological Learning With Neural Networks. Frontiers Artif. Intell. 3: 44 (2020) - [i5]Gasper Begus:
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks. CoRR abs/2006.02951 (2020) - [i4]Gasper Begus:
Generative Adversarial Phonology: Modeling unsupervised phonetic and phonological learning with neural networks. CoRR abs/2006.03965 (2020) - [i3]Gasper Begus:
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication. CoRR abs/2009.06110 (2020) - [i2]Gasper Begus:
Local and non-local dependency learning and emergence of rule-like representations in speech data by Deep Convolutional Generative Adversarial Networks. CoRR abs/2009.12711 (2020) - [i1]Gasper Begus:
Artificial sound change: Language change and deep convolutional neural networks in iterative learning. CoRR abs/2011.05463 (2020)
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