Soham Deshmukh

According to our database, Soham Deshmukh authored at least 29 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The CMU-AIST submission for the ICME 2025 Audio Encoder Challenge.

Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi, Hye-Jin Shim, Soham Deshmukh, Satoru Fukayama, Shinji Watanabe

CoRR, January, 2026

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence.

Sonal Kumar, Simon Sedlácek, Vaibhavi Lokegaonkar, Fernando López, Wenyi Yu, Nishit Anand, Hyeonggon Ryu, Lichang Chen, Maxim Plicka, Miroslav Hlavácek, William Fineas Ellingwood, Sathvik Udupa, Siyuan Hou, Allison Ferner, Sara Barahona, Cecilia Bolaños, Satish Rahi, Laura Herrera-Alarcón, Satvik Dixit, Rupali S. Patil, Soham Deshmukh, Lasha Koroshinadze, Yao Liu, Leibny Paola García-Perera, Eleni Zanou, Themos Stafylakis, Joon Son Chung, David Harwath, Chao Zhang, Dinesh Manocha, Alicia Lozano-Diez, Santosh Kesiraju, Sreyan Ghosh, Ramani Duraiswami

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

AURA Score: A Metric For Holistic Audio Question Answering Evaluation.

Satvik Dixit, Soham Deshmukh, Bhiksha Raj

CoRR, October, 2025

Mellow: a small audio language model for reasoning.

Soham Deshmukh, Satvik Dixit, Rita Singh, Bhiksha Raj

CoRR, March, 2025

OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder.

Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi, Satoru Fukayama, Hye-Jin Shim, Soham Deshmukh, Shinji Watanabe

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2025

ADIFF: Explaining audio difference using natural language.

Soham Deshmukh, Shuo Han, Rita Singh, Bhiksha Raj

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MACE: Leveraging Audio for Evaluating Audio Captioning Systems.

Satvik Dixit, Soham Deshmukh, Bhiksha Raj

Proceedings of the IEEE International Conference on Acoustics, 2025

CoLMbo: Speaker Language Model for Descriptive Profiling.

Massa Baali, Shuo Han, Syed Abdul Hannan, Purusottam Samal, Karanveer Singh, Soham Deshmukh, Rita Singh, Bhiksha Raj

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

Audio Entailment: Assessing Deductive Reasoning for Audio Understanding.

Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Domain Adaptation for Contrastive Audio-Language Models.

Soham Deshmukh, Rita Singh, Bhiksha Raj

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

PAM: Prompting Audio-Language Models for Audio Quality Assessment.

Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios.

Hazim T. Bukhari, Soham Deshmukh, Hira Dhamyal, Bhiksha Raj, Rita Singh

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Natural Language Supervision For General-Purpose Audio Representations.

Benjamin Elizalde, Soham Deshmukh, Huaming Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

Prompting Audios Using Acoustic Properties for Emotion Representation.

Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2024

Training Audio Captioning Models without Audio.

Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model.

Muhammad Ahmed Shah, Roshan Sharma, Hira Dhamyal, Raphaël Olivier, Ankit Shah, Joseph Konan, Dareen Alharthi, Hazim T. Bukhari, Massa Baali, Soham Deshmukh, Michael Kuhlmann, Bhiksha Raj, Rita Singh

CoRR, 2023

Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session.

Laurie M. Heller, Benjamin Elizalde, Bhiksha Raj, Soham Deshmukh

CoRR, 2023

Pengi: An Audio Language Model for Audio Tasks.

Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Audio Retrieval with WavText5K and CLAP Training.

Soham Deshmukh, Benjamin Elizalde, Huaming Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi-View Learning for Speech Emotion Recognition with Categorical Emotion, Categorical Sentiment, and Dimensional Scores.

Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde

Proceedings of the IEEE International Conference on Acoustics, 2023

CLAP Learning Audio Concepts from Natural Language Supervision.

Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Describing emotions with acoustic property prompts for speech emotion recognition.

Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh

CoRR, 2022

Adapting Task-Oriented Dialogue Models for Email Conversations.

Soham Deshmukh, Charles Lee

CoRR, 2022

2021

NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback.

Ruijie Zhou, Soham Deshmukh, Jeremiah Greer, Charles Lee

CoRR, 2021

Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks.

Soham Deshmukh, Bhiksha Raj, Rita Singh

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Detection of Covid-19 Through the Analysis of Vocal Fold Oscillations.

Mahmoud Al Ismail, Soham Deshmukh, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2021

Interpreting Glottal Flow Dynamics for Detecting Covid-19 From Voice.

Soham Deshmukh, Mahmoud Al Ismail, Rita Singh

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection.

Soham Deshmukh, Bhiksha Raj, Rita Singh

CoRR, 2020

2019

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models.

Soham Deshmukh, Rahul Rade, Faruk Kazi

CoRR, 2019