Sanjeel Parekh

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Venues

CoRR

MediaEval

WASPAA

IEEE ACM Trans. Audio Speech Lang. Process.

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc
Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization. CoRR (2023)
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc, Gaël Richard
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF. NeurIPS (2022)
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc, Gaël Richard
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF. CoRR (2022)
Alex Lambert, Sanjeel Parekh, Zoltán Szabó, Florence d'Alché-Buc
Emotion Transfer Using Vector-Valued Infinite Task Learning. CoRR (2021)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision. WASPAA (2019)
Jayneel Parekh, Harshvardhan Tibrewal, Sanjeel Parekh
Deep Pairwise Classification and Ranking for Predicting Media Interestingness. ICMR (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshops (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CoRR (2018)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision. CoRR (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Motion informed audio source separation. ICASSP (2017)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Guiding audio source separation by video object information. WASPAA (2017)
Jayneel Parekh, Harshvardhan Tibrewal, Sanjeel Parekh
The IITB Predicting Media Interestingness System for MediaEval 2017. MediaEval (2017)
Sanjeel Parekh, Frederic Font, Xavier Serra
Improving Audio Retrieval through Loudness Profile Categorization. ISM (2016)
Jayneel Parekh, Sanjeel Parekh
The MLPBOON Predicting Media Interestingness System for MediaEval 2016. MediaEval (2016)
Rahul Radhakrishnan Iyer, Sanjeel Parekh, Vikas Mohandoss, Anush Ramsurat, Bhiksha Raj, Rita Singh
Content-based Video Indexing and Retrieval Using Corr-LDA. CoRR (2016)
Sanjeel Parekh, Pratik Shah
Nyquist filter design using POCS methods: Including constraints in design. ISSPIT (2014)
Sanjeel Parekh, Pratik Shah
Nyquist Filter Design using POCS Methods: Including Constraints in Design CoRR (2013)

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Publication Activity (10 Years)

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Sanjeel Parekh