Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. - Soham Deshmukh; Rahul Rade; Faruk Kazi 001 (CoRR, 2019)

Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection. - Soham Deshmukh; Bhiksha Raj; Rita Singh (CoRR, 2020)

Interpreting Glottal Flow Dynamics for Detecting Covid-19 From Voice. - Soham Deshmukh; Mahmoud Al Ismail; Rita Singh (ICASSP, 2021)

Detection of Covid-19 Through the Analysis of Vocal Fold Oscillations. - Mahmoud Al Ismail; Soham Deshmukh; Rita Singh (ICASSP, 2021)

Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks. - Soham Deshmukh; Bhiksha Raj; Rita Singh (Interspeech, 2021)

NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback. - Ruijie Zhou; Soham Deshmukh; Jeremiah Greer; Charles Lee (CoRR, 2021)

Adapting Task-Oriented Dialogue Models for Email Conversations. - Soham Deshmukh; Charles Lee (CoRR, 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)

CLAP Learning Audio Concepts from Natural Language Supervision. - Benjamin Elizalde; Soham Deshmukh; Mahmoud Al Ismail; Huaming Wang (ICASSP, 2023)

Multi-View Learning for Speech Emotion Recognition with Categorical Emotion, Categorical Sentiment, and Dimensional Scores. - Daniel Tompkins; Dimitra Emmanouilidou; Soham Deshmukh; Benjamin Elizalde (ICASSP, 2023)

Audio Retrieval with WavText5K and CLAP Training. - Soham Deshmukh; Benjamin Elizalde; Huaming Wang (INTERSPEECH, 2023)

Pengi: An Audio Language Model for Audio Tasks. - Soham Deshmukh; Benjamin Elizalde; Rita Singh; Huaming Wang (NeurIPS, 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)

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model. - Muhammad Ahmed Shah; Roshan Sharma 001; Hira Dhamyal; Raphaël Olivier; Ankit Shah 001; Joseph Konan; Dareen Alharthi; Hazim T. Bukhari; Massa Baali; Soham Deshmukh; Michael Kuhlmann; Bhiksha Raj; et al. (CoRR, 2023)

Training Audio Captioning Models without Audio. - Soham Deshmukh; Benjamin Elizalde; Dimitra Emmanouilidou; Bhiksha Raj; Rita Singh; Huaming Wang (ICASSP, 2024)

Prompting Audios Using Acoustic Properties for Emotion Representation. - Hira Dhamyal; Benjamin Elizalde; Soham Deshmukh; Huaming Wang; Bhiksha Raj; Rita Singh (ICASSP, 2024)

Natural Language Supervision For General-Purpose Audio Representations. - Benjamin Elizalde; Soham Deshmukh; Huaming Wang (ICASSP, 2024)

SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios. - Hazim T. Bukhari; Soham Deshmukh; Hira Dhamyal; Bhiksha Raj; Rita Singh (INTERSPEECH, 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 (INTERSPEECH, 2024)

Domain Adaptation for Contrastive Audio-Language Models. - Soham Deshmukh; Rita Singh; Bhiksha Raj (INTERSPEECH, 2024)

Audio Entailment: Assessing Deductive Reasoning for Audio Understanding. - Soham Deshmukh; Shuo Han; Hazim T. Bukhari; Benjamin Elizalde; Hannes Gamper; Rita Singh; Bhiksha Raj (AAAI, 2025)

MACE: Leveraging Audio for Evaluating Audio Captioning Systems. - Satvik Dixit; Soham Deshmukh; Bhiksha Raj (ICASSP Workshops, 2025)

ADIFF: Explaining audio difference using natural language. - Soham Deshmukh; Shuo Han; Rita Singh; Bhiksha Raj (ICLR, 2025)

Mellow: a small audio language model for reasoning. - Soham Deshmukh; Satvik Dixit; Rita Singh; Bhiksha Raj (CoRR, 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 (CoRR, 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 001 (CoRR, 2025)