A Comparative Study on E-Branchformer vs Conformer in Speech
Recognition, Translation, and Understanding Tasks

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks

18 May 2023

Kwangyoun Kim

Prashant Sridhar

Shinji Watanabe

Papers citing "A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks"

16 / 16 papers shown

Title
Mamba-based Decoder-Only Approach with Bidirectional Speech Modeling for Speech Recognition Yoshiki Masuyama Koichi Miyazaki Masato Murata Mamba 43 0 0 11 Nov 2024
Multi-Convformer: Extending Conformer with Multiple Convolution Kernels Darshan Prabhu Yifan Peng P. Jyothi Shinji Watanabe 39 0 0 04 Jul 2024
Towards Robust Speech Representation Learning for Thousands of Languages William Chen Wangyou Zhang Yifan Peng Xinjian Li Jinchuan Tian Jiatong Shi Xuankai Chang Soumi Maiti Karen Livescu Shinji Watanabe ELM 42 6 0 30 Jun 2024
Exploring the Capability of Mamba in Speech Applications Koichi Miyazaki Yoshiki Masuyama Masato Murata Mamba 40 12 0 24 Jun 2024
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets Jiatong Shi Shih-Heng Wang William Chen Martijn Bartelds Vanya Bannihatti Kumar ... Xuankai Chang Dan Jurafsky Karen Livescu Hung-yi Lee Shinji Watanabe AuLLM 77 5 0 12 Jun 2024
Compact Speech Translation Models via Discrete Speech Units Pretraining Tsz Kin Lam Alexandra Birch Barry Haddow 53 2 0 29 Feb 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification Yifan Peng Yui Sudo Muhammad Shakeel Shinji Watanabe VLM 37 17 0 20 Feb 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Yifan Peng Jinchuan Tian William Chen Siddhant Arora Brian Yan ... Kwanghee Choi Jiatong Shi Xuankai Chang Jee-weon Jung Shinji Watanabe VLM OSLM 34 40 0 30 Jan 2024
Seq2seq for Automatic Paraphasia Detection in Aphasic Speech M. Perez Duc Le Amrit Romana Elise Jones Keli Licata E. Provost 20 2 0 16 Dec 2023
End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation Juan Pablo Zuluaga Zhaocheng Huang Xing Niu Rohit Paturi S. Srinivasan Prashant Mathur Brian Thompson Marcello Federico BDL 29 2 0 01 Nov 2023
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data Yifan Peng Jinchuan Tian Brian Yan Dan Berrebbi Xuankai Chang ... Yui Sudo Muhammad Shakeel Jee-weon Jung Soumi Maiti Shinji Watanabe VLM 36 35 0 25 Sep 2023
Unimodal Aggregation for CTC-based Speech Recognition Ying Fang Xiaofei Li 15 1 0 15 Sep 2023
CTC Alignments Improve Autoregressive Translation Brian Yan Siddharth Dalmia Yosuke Higuchi Graham Neubig Florian Metze A. Black Shinji Watanabe 44 33 0 11 Oct 2022
E-Branchformer: Branchformer with Enhanced merging for speech recognition Kwangyoun Kim Felix Wu Yifan Peng Jing Pan Prashant Sridhar Kyu Jeong Han Shinji Watanabe 55 105 0 30 Sep 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 78 282 0 25 May 2022
Intermediate Loss Regularization for CTC-based Speech Recognition Jaesong Lee Shinji Watanabe 118 135 0 05 Feb 2021