Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR

Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR

9 November 2020

Pradyot Prakash

Jun Liu

Papers citing "Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR"

10 / 10 papers shown

Title
Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation Stefan Braun Erik McDermott Roger Hsiao 42 1 0 29 Nov 2022
Learning a Dual-Mode Speech Recognition Model via Self-Pruning Chunxi Liu Yuan Shangguan Haichuan Yang Yangyang Shi Raghuraman Krishnamoorthi Ozlem Kalinli SSL 34 7 0 25 Jul 2022
Pruned RNN-T for fast, memory-efficient ASR training Fangjun Kuang Liyong Guo Wei Kang Long Lin Mingshuang Luo Zengwei Yao Daniel Povey 29 64 0 23 Jun 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim A. Gholami Albert Eaton Shaw Nicholas Lee K. Mangalam Jitendra Malik Michael W. Mahoney Kurt Keutzer 47 99 0 02 Jun 2022
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 43 363 0 02 Nov 2021
CTC Variations Through New WFST Topologies A. Laptev Somshubra Majumdar Boris Ginsburg 39 20 0 06 Oct 2021
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models Xiaohui Zhang Vimal Manohar David C. Zhang Frank Zhang Yangyang Shi Nayan Singhal Julian Chan Fuchun Peng Yatharth Saraf M. Seltzer 28 14 0 09 Jul 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion Duc Le Mahaveer Jain Gil Keren Suyoun Kim Yangyang Shi ... Yuan Shangguan Christian Fuegen Ozlem Kalinli Yatharth Saraf M. Seltzer 32 90 0 05 Apr 2021
Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu Frank Zhang Duc Le Suyoun Kim Yatharth Saraf Geoffrey Zweig 31 49 0 05 Nov 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 154 38 0 27 Jan 2020