Search Results - "BEAUFAYS, FRANCOISE" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

by Zhang, Yu, Park, Daniel S., Han, Wei, Qin, James, Gulati, Anmol, Shor, Joel, Jansen, Aren, Xu, Yuanzhong, Huang, Yanping, Wang, Shibo, Zhou, Zongwei, Li, Bo, Ma, Min, Chan, William, Yu, Jiahui, Wang, Yongqiang, Cao, Liangliang, Sim, Khe Chai, Ramabhadran, Bhuvana, Sainath, Tara N., Beaufays, Francoise, Chen, Zhifeng, Le, Quoc V., Chiu, Chung-Cheng, Pang, Ruoming, Wu, Yonghui
Published in IEEE journal of selected topics in signal processing (01.10.2022)

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Journal Article

Personalized speech recognition on mobile devices

Personalized speech recognition on mobile devices

by McGraw, Ian, Prabhavalkar, Rohit, Alvarez, Raziel, Gonzalez Arenas, Montse, Rao, Kanishka, Rybach, David, Alsharif, Ouais, Sak, Hasim, Gruenstein, Alexander, Beaufays, Francoise, Parada, Carolina
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)

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Conference Proceeding Journal Article

A Real-Time End-to-End Multilingual Speech Recognition Architecture

A Real-Time End-to-End Multilingual Speech Recognition Architecture

by Gonzalez-Dominguez, Javier, Eustis, David, Lopez-Moreno, Ignacio, Senior, Andrew, Beaufays, Francoise, Moreno, Pedro J.
Published in IEEE journal of selected topics in signal processing (01.06.2015)

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Journal Article

Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework

Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework

by Guliani, Dhruv, Beaufays, Francoise, Motta, Giovanni
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)

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Conference Proceeding

Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities

Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities

by Sim, Khe Chai, Beaufays, Francoise, Benard, Arnaud, Guliani, Dhruv, Kabel, Andreas, Khare, Nikhil, Lucassen, Tamar, Zadrazil, Petr, Zhang, Harry, Johnson, Leif, Motta, Giovanni, Zhou, Lillian
Published in 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (01.12.2019)

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Conference Proceeding

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning

by Hwang, Dongseong, Misra, Ananya, Huo, Zhouyuan, Siddhartha, Nikhil, Garg, Shefali, Qiu, David, Sim, Khe Chai, Strohman, Trevor, Beaufays, Francoise, He, Yanzhang
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

Partial Variable Training for Efficient on-Device Federated Learning

Partial Variable Training for Efficient on-Device Federated Learning

by Yang, Tien-Ju, Guliani, Dhruv, Beaufays, Francoise, Motta, Giovanni
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

Enabling On-Device Training of Speech Recognition Models With Federated Dropout

Enabling On-Device Training of Speech Recognition Models With Federated Dropout

by Guliani, Dhruv, Zhou, Lillian, Ryu, Changwan, Yang, Tien-Ju, Zhang, Harry, Xiao, Yonghui, Beaufays, Francoise, Motta, Giovanni
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter IT

A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter IT

by Dang, Trung, Thakkar, Om, Ramaswamy, Swaroop, Mathews, Rajiv, Chin, Peter, Beaufays, Francoise
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition

by Munkhdalai, Tsendsuren, Sim, Khe Chai, Chandorkar, Angad, Gao, Fan, Chua, Mason, Strohman, Trevor, Beaufays, Francoise
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training

by Zhou, Lillian, Guliani, Dhruv, Kabel, Andreas, Motta, Giovanni, Beaufays, Francoise
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)

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Conference Proceeding

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR

by Botros, Rami, Prabhavalkar, Rohit, Schalkwyk, Johan, Chelba, Ciprian, Sainath, Tara N., Beaufays, Francoise
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)

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Conference Proceeding

Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks

Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks

by Rao, Kanishka, Fuchun Peng, Sak, Hasim, Beaufays, Francoise
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)

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Conference Proceeding

Learning acoustic frame labeling for speech recognition with recurrent neural networks

Learning acoustic frame labeling for speech recognition with recurrent neural networks

by Sak, Hasim, Senior, Andrew, Rao, Kanishka, Irsoy, Ozan, Graves, Alex, Beaufays, Francoise, Schalkwyk, Johan
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)

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Conference Proceeding

ASR 모델을 위한 어구 추출

ASR 모델을 위한 어구 추출

by AMID EHSAN, THAKKAR OM, BEAUFAYS FRANCOISE, MATHEWS RAJIV
Year of Publication 15.07.2024

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Patent

온-디바이스 음성 인식 모델 트레이닝을 위한 텍스트 세그먼트의 온-디바이스 음성 합성

온-디바이스 음성 인식 모델 트레이닝을 위한 텍스트 세그먼트의 온-디바이스 음성 합성

by BEAUFAYS FRANCOISE, SCHALKWYK JOHAN, SIM KHE CHAI
Year of Publication 19.08.2021

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Patent

Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering

Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering

by Mizoguchi, Fumio, Wang, Yingxu, Patel, Shushma, Raskin, Victor, Tsumoto, Shusaku, Baciu, George, Widrow, Bernard, Zadeh, Lotfi A, Howard, Newton, Beaufays, Françoise, Hsu, D Frank, Luo, Guiming, Wei, Wei, Zhang, Du
Published in International journal of cognitive informatics & natural intelligence (01.01.2017)

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Journal Article

Language model capitalization

Language model capitalization

by Beaufays, Francoise, Strope, Brian
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)

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Conference Proceeding

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs

by Zhenzhen Kou, Stanton, Daisy, Fuchun Peng, Beaufays, Francoise, Strohman, Trevor
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)

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Conference Proceeding

온-디바이스 기계 학습 모델 트레이닝을 위한 자동화된 어시스턴트 기능의 수정 사용

온-디바이스 기계 학습 모델 트레이닝을 위한 자동화된 어시스턴트 기능의 수정 사용

by PARTRIDGE KURT, HARD ANDREW, ZIVKOVIC DRAGAN, BEAUFAYS FRANCOISE, MATHEWS RAJIV
Year of Publication 28.06.2022

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Patent

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