MAY 5TH - MAY 9TH

ICASSP 2020

View information on Facebook AI’s published papers and presentations at ICASSP 2020

Facebook Publications at ICASSP 2020

May 04, 2020

RESEARCH

Training ASR models by Generation of Contextual Information

Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

May 04, 2020

May 03, 2020

RESEARCH

A Gated Hypernet Decoder for Polar Codes

Eliya Nachmani, Lior Wolf

May 03, 2020

April 24, 2020

RESEARCH

NLP

AIPNet: Generative Adversarial Pre-Training of Accent-Invariant Network for End-to-End Speech Recognition

Yi-Chen Chen, Zhaojun Yang, Ching-Feng Yeh, Mahaveer Jain, Michael L. Seltzer

April 24, 2020

May 04, 2020

RESEARCH

NLP

Effectiveness of self-supervised pre-training for ASR

Alexei Baevski, Abdelrahman Mohamed

May 04, 2020

April 09, 2020

RESEARCH

ML APPLICATIONS

Environment-aware Reconfigurable Noise Suppression

Jun Yang, Joshua Bingham

April 09, 2020

May 04, 2020

RESEARCH

NLP

G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR

Duc Le, Thilo Koehler, Christian Fuegen, Michael L. Seltzer

May 04, 2020

May 04, 2020

RESEARCH

Lookahead Converges to Stationary Points of Smooth Non-convex Functions

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael Rabbat

May 04, 2020

May 01, 2020

RESEARCH

NLP

OOV recovery with efficient 2nd pass decoding and open-vocabulary word-level RNNLM rescoring for hybrid ASR

Xiaohui Zhang, Daniel Povey, Sanjeev Khudanpur

May 01, 2020

May 04, 2020

RESEARCH

ML APPLICATIONS

SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection

Anurag Kumar, Vamsi Krishna Ithapu

May 04, 2020

April 24, 2020

RESEARCH

NLP

Self-Training for End-to-End Speech Recognition

Jacob Kahn, Ann Lee, Awni Hannun

April 24, 2020

May 07, 2020

RESEARCH

NLP

SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation

Arya D. McCarthy, Liezl Puzon, Juan Pino

May 07, 2020

May 04, 2020

RESEARCH

NLP

Transformer-based Acoustic Modeling for Hybrid Speech Recognition

Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer

May 04, 2020

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