Exploring the Capability of Mamba in Speech Applications

24 June 2024

Papers citing "Exploring the Capability of Mamba in Speech Applications"

20 / 20 papers shown

Title
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models Pin-Jui Ku Chao-Han Huck Yang Sabato Marco Siniscalchi Chin-Hui Lee 65 12 0 01 Jun 2023
Multi-Head State Space Model for Speech Recognition Yassir Fathullah Chunyang Wu Yuan Shangguan Junteng Jia Wenhan Xiong ... Chunxi Liu Yangyang Shi Ozlem Kalinli M. Seltzer Mark Gales 50 14 0 21 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 67 18 0 18 May 2023
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding Yifan Peng Siddhant Arora Yosuke Higuchi Yushi Ueda Sujay S. Kumar Karthik Ganesan Siddharth Dalmia Xuankai Chang Shinji Watanabe 64 21 0 10 Nov 2022
Structured State Space Decoder for Speech Recognition and Synthesis Koichi Miyazaki Masato Murata Tomoki Koriyama 83 13 0 31 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 117 116 0 30 Sep 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 79 148 0 06 Jul 2022
On the Parameterization and Initialization of Diagonal State Space Models Albert Gu Ankit Gupta Karan Goel Christopher Ré 86 324 0 23 Jun 2022
It's Raw! Audio Generation with State-Space Models Karan Goel Albert Gu Chris Donahue Christopher Ré 55 191 0 20 Feb 2022
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Suwon Shon Ankita Pasad Felix Wu Pablo Brusco Yoav Artzi Karen Livescu Kyu Jeong Han AuLLM ELM 80 76 0 19 Nov 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Guoguo Chen Shuzhou Chai Guan-Bo Wang Jiayu Du Weiqiang Zhang ... Xuchen Yao Yongqing Wang Yujun Wang Zhao You Zhiyong Yan 113 381 0 13 Jun 2021
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 91 229 0 26 Nov 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 177 1,936 0 12 Oct 2020
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech Yi Ren Chenxu Hu Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 105 1,401 0 08 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 224 3,153 0 16 May 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 84 291 0 01 Nov 2018
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 79 344 0 24 Mar 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014