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Publication search results
found 221 matches
- 2025
- Vinay Kumar Barigala, Swarubini PJ
, Sriram Kumar P, Nagarajan Ganapathy, Karthik P. A., Deepesh Kumar
, Jac Fredo Agastinose Ronickom
:
Evaluating the effectiveness of machine learning in identifying the optimal facial electromyography location for emotion detection. Biomed. Signal Process. Control. 100: 107012 (2025) - Debarpan Bhattacharya
, Amir H. Poorjam
, Deepak Mittal
, Sriram Ganapathy
:
Gradient-Free Post-Hoc Explainability Using Distillation Aided Learnable Approach. IEEE J. Sel. Top. Signal Process. 19(1): 169-180 (2025) - Soumya Dutta, Sriram Ganapathy:
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations. ICASSP 2025: 1-5 - Jaeyoung Kim, Sepand Mavandadi, Kartik Audhkhasi, Shikhar Bharadwaj, Brian Farris, Tongzhou Chen, Bhuvana Ramabhadran, Sriram Ganapathy:
Identifying and Mitigating Mismatched Language Code in Multilingual ASR. ICASSP 2025: 1-5 - Soumya Dutta, Sriram Ganapathy:
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations. CoRR abs/2501.11468 (2025) - Neeraj Agrawal, Sriram Ganapathy:
Spoken Language Understanding on Unseen Tasks With In-Context Learning. CoRR abs/2505.07731 (2025) - Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy:
Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning. CoRR abs/2505.13115 (2025) - Soumya Dutta, Avni Jain, Sriram Ganapathy:
Audio-to-Audio Emotion Conversion With Pitch And Duration Style Transfer. CoRR abs/2505.17655 (2025) - Soumya Dutta, Smruthi Balaji, Varada R, Viveka Salinamakki, Sriram Ganapathy:
ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge. CoRR abs/2505.18217 (2025) - 2024
- Praveen Kumar Govarthan
, Sriram Kumar P
, Nagarajan Ganapathy
, Jac Fredo Agastinose Ronickom
:
Emotion classification using electrocardiogram and machine learning: A study on the effect of windowing techniques. Expert Syst. Appl. 254: 124371 (2024) - Shikha Baghel
, Shreyas Ramoji, Somil Jain, Pratik Roy Chowdhuri, Prachi Singh, Deepu Vijayasenan, Sriram Ganapathy:
Summary of the DISPLACE challenge 2023-DIarization of SPeaker and LAnguage in Conversational Environments. Speech Commun. 161: 103080 (2024) - Varun Krishna
, Tarun Sai
, Sriram Ganapathy
:
Representation Learning With Hidden Unit Clustering for Low Resource Speech Applications. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1036-1047 (2024) - Anurenjan Purushothaman
, Debottam Dutta
, Rohit Kumar, Sriram Ganapathy
:
Speech Dereverberation With Frequency Domain Autoregressive Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 32: 29-38 (2024) - Sriram Kumar P
, Praveen Kumar Govarthan
, Abdul Aleem Shaik Gadda
, Nagarajan Ganapathy
, Jac Fredo Agastinose Ronickom
:
Deep Learning-Based Automated Emotion Recognition Using Multimodal Physiological Signals and Time-Frequency Methods. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa:
Multimodal Modeling for Spoken Language Identification. ICASSP 2024: 11526-11530 - Soumya Dutta, Sriram Ganapathy:
Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement. ICASSP 2024: 10371-10375 - Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar:
LLM Augmented LLMs: Expanding Capabilities through Composition. ICLR 2024 - Shareef Babu Kalluri
, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel, Pradyoth Hegde, Swapnil Sontakke, Deepak K. T., S. R. Mahadeva Prasanna, Deepu Vijayasenan, Sriram Ganapathy:
The Second DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments. INTERSPEECH 2024 - Darshan Prabhu, Abhishek Gupta
, Omkar Nitsure, Preethi Jyothi, Sriram Ganapathy:
Improving Self-supervised Pre-training using Accent-Specific Codebooks. INTERSPEECH 2024 - Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreacic, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch:
Synthetic Data Applications in Finance. CoRR abs/2401.00081 (2024) - Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Shikhar Vashishth, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar:
LLM Augmented LLMs: Expanding Capabilities through Composition. CoRR abs/2401.02412 (2024) - Soumya Dutta, Sriram Ganapathy:
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement. CoRR abs/2401.04511 (2024) - Prachi Singh, Sriram Ganapathy:
Overlap-aware End-to-End Supervised Hierarchical Graph Clustering for Speaker Diarization. CoRR abs/2401.12850 (2024) - Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel, Pradyoth Hegde, Swapnil Sontakke, Deepak K. T., S. R. Mahadeva Prasanna, Deepu Vijayasenan, Sriram Ganapathy:
The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environments. CoRR abs/2406.09494 (2024) - Varun Krishna, Sriram Ganapathy:
Towards the Next Frontier in Speech Representation Learning Using Disentanglement. CoRR abs/2407.02543 (2024) - Darshan Prabhu, Abhishek Gupta, Omkar Nitsure, Preethi Jyothi, Sriram Ganapathy:
Improving Self-supervised Pre-training using Accent-Specific Codebooks. CoRR abs/2407.03734 (2024) - Shikhar Vashishth, Harman Singh, Shikhar Bharadwaj, Sriram Ganapathy, Chulayuth Asawaroengchai, Kartik Audhkhasi, Andrew Rosenberg, Ankur Bapna, Bhuvana Ramabhadran:
STAB: Speech Tokenizer Assessment Benchmark. CoRR abs/2409.02384 (2024) - Debarpan Bhattacharya, Amir H. Poorjam, Deepak Mittal, Sriram Ganapathy:
Gradient-free Post-hoc Explainability Using Distillation Aided Learnable Approach. CoRR abs/2409.11123 (2024) - 2023
- Varun Krishna, Sriram Ganapathy:
Pseudo-Label Based Supervised Contrastive Loss for Robust Speech Representations. ASRU 2023: 1-8 - Anjali Raj, Shikhar Bharadwaj, Sriram Ganapathy, Min Ma, Shikhar Vashishth:
MASR: Multi-Label Aware Speech Representation. ASRU 2023: 1-8
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