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Jayneel Parekh

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Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization

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May 11, 2023
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc

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Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF

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Feb 23, 2022
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc, Gaël Richard

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A Framework to Learn with Interpretation

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Oct 19, 2020
Jayneel Parekh, Pavlo Mozharovskyi, Florence d'Alche-Buc

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Speech-to-Singing Conversion in an Encoder-Decoder Framework

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Feb 16, 2020
Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang

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