Natural Language Supervision For General-Purpose Audio Representations
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Publications
Publications by Year
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Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
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Audio Retrieval with WavText5K and CLAP Training
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2023 Conference of the International Speech Communication Association | August 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Pengi: An Audio Language Model for Audio Tasks
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
NeurIPS 2023 | May 2023
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Adapting Task-Oriented Dialogue Models for Email Conversations
Soham Deshmukh, Charles Lee
arXiv preprint arXiv:2208.09439 | August 2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
International Conference on Acoustics, Speech and Signal Processing | June 2022
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Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
Soham Deshmukh, Bhiksha Raj, Rita Singh
Interspeech 2021 | August 2021
Publications by Research Area
-
Natural Language Supervision For General-Purpose Audio Representations
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Audio Retrieval with WavText5K and CLAP Training
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2023 Conference of the International Speech Communication Association | August 2023
Pengi: An Audio Language Model for Audio Tasks
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
NeurIPS 2023 | May 2023
Adapting Task-Oriented Dialogue Models for Email Conversations
Soham Deshmukh, Charles Lee
arXiv preprint arXiv:2208.09439 | August 2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
International Conference on Acoustics, Speech and Signal Processing | June 2022
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
Soham Deshmukh, Bhiksha Raj, Rita Singh
Interspeech 2021 | August 2021
-
Natural Language Supervision For General-Purpose Audio Representations
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Audio Retrieval with WavText5K and CLAP Training
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2023 Conference of the International Speech Communication Association | August 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Pengi: An Audio Language Model for Audio Tasks
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
NeurIPS 2023 | May 2023
CLAP: Learning Audio Concepts From Natural Language Supervision
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
International Conference on Acoustics, Speech and Signal Processing | June 2022
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
Soham Deshmukh, Bhiksha Raj, Rita Singh
Interspeech 2021 | August 2021
-
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
-
Adapting Task-Oriented Dialogue Models for Email Conversations
Soham Deshmukh, Charles Lee
arXiv preprint arXiv:2208.09439 | August 2022
Publications by Type
-
Natural Language Supervision For General-Purpose Audio Representations
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Audio Retrieval with WavText5K and CLAP Training
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2023 Conference of the International Speech Communication Association | August 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Pengi: An Audio Language Model for Audio Tasks
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
NeurIPS 2023 | May 2023
Adapting Task-Oriented Dialogue Models for Email Conversations
Soham Deshmukh, Charles Lee
arXiv preprint arXiv:2208.09439 | August 2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
International Conference on Acoustics, Speech and Signal Processing | June 2022
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
Soham Deshmukh, Bhiksha Raj, Rita Singh
Interspeech 2021 | August 2021