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Semi-Supervised Singing Voice Separation with Noisy Self-Training


Feb 16, 2021
Zhepei Wang, Ritwik Giri, Umut Isik, Jean-Marc Valin, Arvindh Krishnaswamy

* Accepted at 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021) 

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Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders


Feb 12, 2021
Jonah Casebeer, Vinjai Vale, Umut Isik, Jean-Marc Valin, Ritwik Giri, Arvindh Krishnaswamy

* 5 pages, 2 figures, ICASSP 2021 

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Low-Complexity, Real-Time Joint Neural Echo Control and Speech Enhancement Based On PercepNet


Feb 10, 2021
Jean-Marc Valin, Srikanth Tenneti, Karim Helwani, Umut Isik, Arvindh Krishnaswamy

* Accepted for ICASSP 2021, 5 pages 

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Generating Music with a Self-Correcting Non-Chronological Autoregressive Model


Aug 18, 2020
Wayne Chi, Prachi Kumar, Suri Yaddanapudi, Rahul Suresh, Umut Isik

* 8 pages, 4 figures 

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PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss


Aug 11, 2020
Umut Isik, Ritwik Giri, Neerad Phansalkar, Jean-Marc Valin, Karim Helwani, Arvindh Krishnaswamy

* 5 pages, 3 figures, INTERSPEECH 2020 

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Efficient Trainable Front-Ends for Neural Speech Enhancement


Feb 20, 2020
Jonah Casebeer, Umut Isik, Shrikant Venkataramani, Arvindh Krishnaswamy

* 5 pages, 5 figures, ICASSP 2020 

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From Speech-to-Speech Translation to Automatic Dubbing


Feb 02, 2020
Marcello Federico, Robert Enyedi, Roberto Barra-Chicote, Ritwik Giri, Umut Isik, Arvindh Krishnaswamy, Hassan Sawaf

* 5 pages, 4 figures 

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Channel-Attention Dense U-Net for Multichannel Speech Enhancement


Jan 30, 2020
Bahareh Tolooshams, Ritwik Giri, Andrew H. Song, Umut Isik, Arvindh Krishnaswamy


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