Title
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 38 3 0 12 Jun 2023
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Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization Kohei Matsuura Takanori Ashihara Takafumi Moriya Tomohiro Tanaka Takatomo Kano A. Ogawa Marc Delcroix 29 9 0 07 Jun 2023
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ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition Yuanchao Li Zeyu Zhao Ondˇrej Klejch P. Bell Catherine Lai 11 14 0 25 May 2023
Incorporating Ultrasound Tongue Images for Audio-Visual Speech Enhancement through Knowledge Distillation Ruixin Zheng Yang Ai Zhenhua Ling 24 8 0 24 May 2023
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A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning Jiyang Tang William Chen Xuankai Chang Shinji Watanabe B. MacWhinney 21 10 0 19 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 33 2 0 19 May 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 35 5 0 19 May 2023
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems Miguel Lopez-Montiel Daniel Alejandro Lopez Oscar Montiel VLM SSeg 28 0 0 19 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 21 17 0 18 May 2023
FunASR: A Fundamental End-to-End Speech Recognition Toolkit Zhifu Gao Zerui Li Jiaming Wang Haoneng Luo Xian Shi ... Yabin Li Lingyun Zuo Zhihao Du Zhangyu Xiao Shiliang Zhang 29 54 0 18 May 2023
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Jiatong Shi Dan Berrebbi William Chen Ho-Lam Chung En-Pei Hu ... Xuankai Chang Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Shinji Watanabe ELM 55 58 0 18 May 2023
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 30 6 0 10 May 2023
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 25 3 0 09 May 2023
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation Deyi Ji Haoran Wang Mingyuan Tao Jianqiang Huang Xiansheng Hua Hongtao Lu 35 61 0 06 May 2023
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR Xilai Li Goeric Huybrechts S. Ronanki Jeffrey J. Farris S. Bodapati 33 6 0 18 Apr 2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations Hainan Xu Fei Jia Somshubra Majumdar Hengguan Huang Shinji Watanabe Boris Ginsburg 27 17 0 13 Apr 2023
Pyramid Multi-branch Fusion DCNN with Multi-Head Self-Attention for Mandarin Speech Recognition Kai Liu Hailiang Xiong Gangqiang Yang Zhengfeng Du Yewen Cao D. Shah 13 0 0 23 Mar 2023
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Yifan Peng Jaesong Lee Shinji Watanabe 27 19 0 14 Mar 2023
Stabilising and accelerating light gated recurrent units for automatic speech recognition Adel Moumen Titouan Parcollet 26 3 0 16 Feb 2023
Cut your Losses with Squentropy Like Hui M. Belkin S. Wright UQCV 18 8 0 08 Feb 2023
Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining Takaaki Saeki Soumi Maiti Xinjian Li Shinji Watanabe Shinnosuke Takamichi Hiroshi Saruwatari 32 17 0 30 Jan 2023
Achieving Timestamp Prediction While Recognizing with Non-Autoregressive End-to-End ASR Model Xian Shi Yanni Chen Shiliang Zhang Zhijie Yan 13 8 0 29 Jan 2023
Warning: Humans Cannot Reliably Detect Speech Deepfakes Kimberly T. Mai Sergi D. Bray Toby O. Davies Lewis D. Griffin 39 40 0 19 Jan 2023
Memory Augmented Lookup Dictionary based Language Modeling for Automatic Speech Recognition Yukun Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang RALM 32 0 0 30 Dec 2022
StyleTTS-VC: One-Shot Voice Conversion by Knowledge Transfer from Style-Based TTS Models Yinghao Aaron Li Cong Han N. Mesgarani 19 18 0 29 Dec 2022
Investigation of Japanese PnG BERT language model in text-to-speech synthesis for pitch accent language Yusuke Yasuda T. Toda 25 8 0 16 Dec 2022
End-to-End Speech Translation of Arabic to English Broadcast News Fethi Bougares Salim Jouili 24 0 0 11 Dec 2022
SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition Yichong Leng Xu Tan Wenjie Liu Kaitao Song Rui Wang Xiang-Yang Li Tao Qin Ed Lin Tie-Yan Liu 21 15 0 02 Dec 2022
EURO: ESPnet Unsupervised ASR Open-source Toolkit Dongji Gao Jiatong Shi Shun-Po Chuang Leibny Paola García-Perera Hung-yi Lee Shinji Watanabe Sanjeev Khudanpur 19 8 0 30 Nov 2022
Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation Stefan Braun Erik McDermott Roger Hsiao 37 1 0 29 Nov 2022
Multitask Learning for Low Resource Spoken Language Understanding Quentin Meeus Marie-Francine Moens Hugo Van hamme 14 4 0 24 Nov 2022
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 22 11 0 18 Nov 2022
Streaming Joint Speech Recognition and Disfluency Detection Hayato Futami E. Tsunoo Kentarou Shibata Yosuke Kashiwagi Takao Okuda Siddhant Arora Shinji Watanabe 34 6 0 16 Nov 2022
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation Motoi Omachi Brian Yan Siddharth Dalmia Yuya Fujita Shinji Watanabe LRM 25 3 0 11 Nov 2022
Minimum Latency Training of Sequence Transducers for Streaming End-to-End Speech Recognition Yusuke Shinohara Shinji Watanabe AI4TS 21 9 0 04 Nov 2022
Probing Statistical Representations For End-To-End ASR A. Ollerenshaw Md. Asif Jalal Thomas Hain 27 2 0 03 Nov 2022
Channel-Aware Pretraining of Joint Encoder-Decoder Self-Supervised Model for Telephonic-Speech ASR Vrunda N. Sukhadia Anjana Arunkumar S. Umesh 18 1 0 03 Nov 2022
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Li Li Dongxing Xu Haoran Wei Yanhua Long 21 2 0 03 Nov 2022
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Matthew Wiesner Ondˇrej Klejch P. Jyothi Shinji Watanabe 26 19 0 02 Nov 2022
Avoid Overthinking in Self-Supervised Models for Speech Recognition Dan Berrebbi Brian Yan Shinji Watanabe LRM 18 4 0 01 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
Structured State Space Decoder for Speech Recognition and Synthesis Koichi Miyazaki Masato Murata Tomoki Koriyama 34 12 0 31 Oct 2022
Wespeaker: A Research and Production oriented Speaker Embedding Learning Toolkit Hongji Wang Che-Yuan Liang Shuai Wang Zhengyang Chen Binbin Zhang Xu Xiang Yan Deng Y. Qian 21 116 0 31 Oct 2022
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL MoMe 58 14 0 27 Oct 2022
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision Chak-Fai Li Francis Keith William Hartmann M. Snover 14 0 0 27 Oct 2022
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization Hexin Liu Haihua Xu Leibny Paola García Andy W. H. Khong Yi He Sanjeev Khudanpur 19 24 0 26 Oct 2022