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Picture for Oleg Rybakov

4-bit Conformer with Native Quantization Aware Training for Speech Recognition

Mar 29, 2022
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov

* Submitted to INTERSPEECH 2022 

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A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization

Mar 23, 2022
Fadi Biadsy, Youzheng Chen, Xia Zhang, Oleg Rybakov, Andrew Rosenberg, Pedro J. Moreno

* Submitted to INTERSPEECH 

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Real time spectrogram inversion on mobile phone

Mar 10, 2022
Oleg Rybakov, Marco Tagliasacchi, Yunpeng Li, Liyang Jiang, Xia Zhang, Fadi Biadsy

* Submitted to interspeech 2022 

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Pareto-Optimal Quantized ResNet Is Mostly 4-bit

May 07, 2021
AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew

* 8 pages. Accepted at the Efficient Deep Learning for Computer Vision Workshop at CVPR 2021 

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