Tara N. Sainath - Publications, H-index & Citations

Tara N. Sainath

international business machines (ibm)

60H指数

301论文数

2.9W被引数

收录论文 9

发表时间

Self-Supervised Speech Representation Learning: A Review 自我监督的语音表示学习: 综述

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-10-01

OAAI

Mohamed, Abdelrahman; Lee, Hung-yi; Borgholt, Lasse; Havtorn, Jakob D.; Edin, Joakim; Igel, Christian; Kirchhoff, Katrin; Li, Shang-Wen; Livescu, Karen; Maaloe, Lars; Sainath, Tara N.; Watanabe, Shinji

Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-10-01

OAAI

Lee, Hung-Yi; Watanabe, Shinji; Livescu, Karen; Mohamed, Abdelrahman; Sainath, Tara

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

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-10-01

OAAI

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

Deep Learning for Audio Signal Processing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2019-05-01

423

OAAI

Purwins, Hendrik; Li, Bo; Virtanen, Tuomas; Schlueter, Jan; Chang, Shuo-Yiin; Sainath, Tara

Parallel Deep Neural Network Training for Big Data on Blue Gene/Q

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2017-06-01

PREAI

Chung, I-Hsin; Sainath, Tara N.; Ramabhadran, Bhuvana; Picheny, Michael; Gunnels, John; Austel, Vernon; Chauhari, Upendra; Kingsbury, Brian

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2017-05-01

177

PREAI

Sainath, Tara N.; Weiss, Ron J.; Wilson, Kevin W.; Li, Bo; Narayanan, Arun; Variani, Ehsan; Bacchiani, Michiel; Shafran, Izhak; Senior, Andrew; Chin, Kean; Misra, Ananya; Kim, Chanwoo

Deep Convolutional Neural Networks for Large-scale Speech Tasks

NEURAL NETWORKS

IF6.3

2015-04-01

443

PREAI

Sainath, Tara N.; Kingsbury, Brian; Saon, George; Soltau, Hagen; Mohamed, Abdel-rahman; Dahl, George; Ramabhadran, Bhuvana

Exemplar-Based Processing for Speech Recognition

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2012-11-01

PREAI

Sainath, Tara N.; Ramabhadran, Bhuvana; Nahamoo, David; Kanevsky, Dimitri; Van Compernolle, Dirk; Demuynck, Kris; Gemmeke, Jort Florent; Bellegarda, Jerome R.; Sundaram, Shiva

Deep Neural Networks for Acoustic Modeling in Speech Recognition 深度神经网络在语音识别声学建模中的应用

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2012-11-01

8.2K

PREAI

Hinton, Geoffrey; Deng, Li; Yu, Dong; Dahl, George E.; Mohamed, Abdel-rahman; Jaitly, Navdeep; Senior, Andrew; Vanhoucke, Vincent; Patrick Nguyen; Sainath, Tara N.; Kingsbury, Brian

研究方向