Soham Deshmukh

According to our database, Soham Deshmukh authored at least 19 papers between 2019 and 2024.

Collaborative distances:

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

2024

Domain Adaptation for Contrastive Audio-Language Models.

Soham Deshmukh, Rita Singh, Bhiksha Raj

CoRR, 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

CoRR, 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

Prompting Audios Using Acoustic Properties For Emotion Representation.

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

CoRR, 2023

Training Audio Captioning Models without Audio.

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

CoRR, 2023

Natural Language Supervision for General-Purpose Audio Representations.

Benjamin Elizalde, Soham Deshmukh, Huaming Wang

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

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

Audio Retrieval with WavText5K and CLAP Training.

Soham Deshmukh, Benjamin Elizalde, Huaming Wang

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