Collaborative Training of Acoustic Encoders for Speech Recognition

Collaborative Training of Acoustic Encoders for Speech Recognition

16 June 2021

Varun K. Nagaraja

Ganesh Venkatesh

Ozlem Kalinli

Papers citing "Collaborative Training of Acoustic Encoders for Speech Recognition"

10 / 10 papers shown

Title
Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition Jingjing Xu Wei Zhou Zijian Yang Eugen Beck Ralf Schlueter 34 1 0 10 Jul 2024
Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey Hamza Kheddar Mustapha Hemis Yassine Himeur OffRL 35 58 0 02 Mar 2024
Accelerator-Aware Training for Transducer-Based Speech Recognition Suhaila M. Shakiah R. Swaminathan Hieu Duy Nguyen Raviteja Chinta Tariq Afzal Nathan Susanj Athanasios Mouchtaris Grant P. Strimel Ariya Rastrow 19 1 0 12 May 2023
Contextual-Utterance Training for Automatic Speech Recognition Alejandro Gomez-Alanis Lukas Drude A. Schwarz R. Swaminathan Simon Wiesler 21 1 0 27 Oct 2022
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes Shaojin Ding Weiran Wang Ding Zhao Tara N. Sainath Yanzhang He ... Qiao Liang Dongseong Hwang Ian McGraw Rohit Prabhavalkar Trevor Strohman 19 17 0 13 Apr 2022
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 15 362 0 02 Nov 2021
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet Haichuan Yang Yuan Shangguan Dilin Wang Meng Li P. Chuang Xiaohui Zhang Ganesh Venkatesh Ozlem Kalinli Vikas Chandra 32 14 0 15 Oct 2021
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency Yangyang Shi Varun K. Nagaraja Chunyang Wu Jay Mahadeokar Duc Le ... Ching-Feng Yeh Julian Chan Christian Fuegen Ozlem Kalinli M. Seltzer 22 15 0 05 Apr 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 49 168 0 21 Oct 2020
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 267 404 0 09 Apr 2018