Pruned RNN-T for fast, memory-efficient ASR training

Pruned RNN-T for fast, memory-efficient ASR training

23 June 2022

Liyong Guo

Wei Kang

Long Lin

Zengwei Yao

Papers citing "Pruned RNN-T for fast, memory-efficient ASR training"

13 / 13 papers shown

Title
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 51 0 0 17 Feb 2025
MT2KD: Towards A General-Purpose Encoder for Speech, Speaker, and Audio Events Xiaoyu Yang Qiujia Li Chao Zhang P. Woodland 18 0 0 25 Sep 2024
LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR Iuliia Thorbecke Juan Zuluaga-Gomez Esaú Villatoro-Tello Andres Carofilis Shashi Kumar P. Motlícek Karthik Pandia A. Ganapathiraju 32 0 0 20 Sep 2024
Lightweight Transducer Based on Frame-Level Criterion Genshun Wan Mengzhi Wang Tingzhi Mao Hang Chen Z. Ye 36 1 0 05 Sep 2024
On Speaker Attribution with SURT Desh Raj Matthew Wiesner Matthew Maciejewski Leibny Paola García-Perera Daniel Povey Sanjeev Khudanpur 24 3 0 28 Jan 2024
Updated Corpora and Benchmarks for Long-Form Speech Recognition Jennifer Drexler Fox Desh Raj Natalie Delworth Quinn Mcnamara Corey Miller Miguel Jetté AuLLM 15 7 0 26 Sep 2023
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction Jinchuan Tian Jianwei Yu Hangting Chen Brian Yan Chao Weng Dong Yu Shinji Watanabe 28 1 0 19 Aug 2023
CIF-T: A Novel CIF-based Transducer Architecture for Automatic Speech Recognition Tian-Hao Zhang Dinghao Zhou Guiping Zhong Jiaming Zhou Baoxiang Li 10 3 0 26 Jul 2023
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition Desh Raj Daniel Povey Sanjeev Khudanpur VLM 26 9 0 18 Jun 2023
Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation Stefan Braun Erik McDermott Roger Hsiao 27 1 0 29 Nov 2022
Fast and parallel decoding for transducer Wei Kang Liyong Guo Fangjun Kuang Long Lin Mingshuang Luo Zengwei Yao Xiaoyu Yang Piotr Żelasko Daniel Povey AI4TS 19 15 0 31 Oct 2022
Delay-penalized transducer for low-latency streaming ASR Wei Kang Zengwei Yao Fangjun Kuang Liyong Guo Xiaoyu Yang Long lin Piotr Żelasko Daniel Povey 6 6 0 31 Oct 2022
Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation Liyong Guo Xiaoyu Yang Quandong Wang Yuxiang Kong Zengwei Yao ... Wei Kang Long Lin Mingshuang Luo Piotr Żelasko Daniel Povey VLM 21 7 0 31 Oct 2022