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Tatiana Likhomanenko

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Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?

Feb 01, 2024
Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe, Barry-John Theobald

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Federated Learning with Differential Privacy for End-to-End Speech Recognition

Sep 29, 2023
Martin Pelikan, Sheikh Shams Azam, Vitaly Feldman, Jan "Honza" Silovsky, Kunal Talwar, Tatiana Likhomanenko

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AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition

Sep 29, 2023
Andrew Rouditchenko, Ronan Collobert, Tatiana Likhomanenko

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Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR

Sep 22, 2023
Sheikh Shams Azam, Tatiana Likhomanenko, Martin Pelikan, Jan "Honza" Silovsky

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How to Scale Your EMA

Jul 27, 2023
Dan Busbridge, Jason Ramapuram, Pierre Ablin, Tatiana Likhomanenko, Eeshan Gunesh Dhekane, Xavier Suau, Russ Webb

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VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON

Jun 18, 2023
Haoping Bai, Shancong Mou, Tatiana Likhomanenko, Ramazan Gokberk Cinbis, Oncel Tuzel, Ping Huang, Jiulong Shan, Jianjun Shi, Meng Cao

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Unsupervised ASR via Cross-Lingual Pseudo-Labeling

May 19, 2023
Tatiana Likhomanenko, Loren Lugosch, Ronan Collobert

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Stabilizing Transformer Training by Preventing Attention Entropy Collapse

Mar 11, 2023
Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Josh Susskind

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Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data

Dec 20, 2022
Mozhdeh Gheini, Tatiana Likhomanenko, Matthias Sperber, Hendra Setiawan

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