Title
The NPU-ASLP System for The ISCSLP 2022 Magichub Code-Swiching ASR Challenge Yuhao Liang Pei-Ning Chen F. Yu Xinfa Zhu Tianyi Xu Linfu Xie 28 0 0 26 Oct 2022
Taxonomic Classification of IoT Smart Home Voice Control M. Hewitt H. Cunningham 16 1 0 24 Oct 2022
Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses C. Li Ngoc Thang Vu 14 2 0 20 Oct 2022
Robust One-Shot Singing Voice Conversion Naoya Takahashi M. Singh Yuki Mitsufuji DiffM 19 8 0 20 Oct 2022
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation Yoshiki Masuyama Xuankai Chang Samuele Cornell Shinji Watanabe Nobutaka Ono 17 19 0 19 Oct 2022
Two-stage training method for Japanese electrolaryngeal speech enhancement based on sequence-to-sequence voice conversion D. Ma Lester Phillip Violeta Kazuhiro Kobayashi T. Toda 21 6 0 19 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 25 0 0 18 Oct 2022
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR Rui Li Guodong Ma Dexin Zhao Ranran Zeng Xiaoyu Li Haolin Huang 21 2 0 16 Oct 2022
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition Chao-Han Huck Yang Jun Qi Sabato Marco Siniscalchi Chin-Hui Lee 26 4 0 12 Oct 2022
A context-aware knowledge transferring strategy for CTC-based ASR Keda Lu Kuan-Yu Chen 15 14 0 12 Oct 2022
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
Blind Signal Dereverberation for Machine Speech Recognition Samik Sadhu H. Hermansky 11 0 0 30 Sep 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
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion Ruibin Yuan Yuxuan Wu Jacob Li Jaxter Kim 24 5 0 09 Sep 2022
Streaming Target-Speaker ASR with Neural Transducer Takafumi Moriya Hiroshi Sato Tsubasa Ochiai Marc Delcroix T. Shinozaki 26 21 0 09 Sep 2022
Investigating data partitioning strategies for crosslinguistic low-resource ASR evaluation Zoey Liu J. Spence Emily Tucker Prudhommeaux 24 8 0 26 Aug 2022
Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition A. Andrusenko R. Nasretdinov A. Romanenko 20 18 0 16 Aug 2022
Improving Mandarin Speech Recogntion with Block-augmented Transformer Xiaoming Ren Huifeng Zhu Liuwei Wei Minghui Wu Jie Hao 33 9 0 24 Jul 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Knowledge Transfer and Distillation from Autoregressive to Non-Autoregressive Speech Recognition Xun Gong Zhikai Zhou Y. Qian 20 3 0 15 Jul 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 21 143 0 06 Jul 2022
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism Kun Wei Pengcheng Guo Ning Jiang 48 11 0 02 Jul 2022
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition Guangzhi Sun C. Zhang P. Woodland 16 12 0 02 Jul 2022
FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition Szu-Jui Chen Jiamin Xie John H. L. Hansen 35 8 0 30 Jun 2022
TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline Chengfei Li Shuhao Deng Yaoping Wang Guangjing Wang Y. Gong Changbin Chen Jinfeng Bai 25 16 0 27 Jun 2022
Speak Like a Professional: Increasing Speech Intelligibility by Mimicking Professional Announcer Voice with Voice Conversion Tuan Vu Ho M. Kobayashi M. Akagi 16 1 0 27 Jun 2022
Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models Han Ji T. Patel O. Scharenborg 34 7 0 24 Jun 2022
Joint Encoder-Decoder Self-Supervised Pre-training for ASR Arunkumar A S. Umesh SSL 34 8 0 09 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 26 14 0 07 Jun 2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR Jinchuan Tian Jianwei Yu Chunlei Zhang Chao Weng Yuexian Zou Dong Yu AuLLM 17 25 0 05 Jun 2022
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis Yinghao Aaron Li Cong Han N. Mesgarani 33 38 0 30 May 2022
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 28 11 0 25 May 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit Hui Zhang Tian Yuan Junkun Chen Xintong Li Renjie Zheng ... Zeyu Chen Xiaoguang Hu Dianhai Yu Yanjun Ma Liang Huang AuLLM 29 24 0 20 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 25 36 0 17 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 45 37 0 02 May 2022
Improving Multimodal Speech Recognition by Data Augmentation and Speech Representations Dan Oneaţă H. Cucu 19 19 0 27 Apr 2022
Fusion of Self-supervised Learned Models for MOS Prediction Zhengdong Yang Wangjin Zhou Chenhui Chu Sheng Li Raj Dabre Raphaël Rubino Yi Zhao 20 28 0 11 Apr 2022
Genre-conditioned Acoustic Models for Automatic Lyrics Transcription of Polyphonic Music Xiaoxue Gao Chitralekha Gupta Haizhou Li 24 21 0 07 Apr 2022
3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition Zhao You Shulin Feng Dan Su Dong Yu 16 9 0 07 Apr 2022
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Dan Berrebbi Jiatong Shi Brian Yan Osbel López-Francisco Jonathan D. Amith Shinji Watanabe 10 26 0 05 Apr 2022
An Initialization Scheme for Meeting Separation with Spatial Mixture Models Christoph Boeddeker Tobias Cord-Landwehr Thilo von Neumann Reinhold Haeb-Umbach 24 10 0 04 Apr 2022
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition Guodong Ma Pengfei Hu Jian Kang Shen Huang Hao-Ming Huang 13 9 0 02 Apr 2022
Speaker adaptation for Wav2vec2 based dysarthric ASR M. Baskar Tim Herzig Diana Nguyen Mireia Díez Tim Polzehl L. Burget J. Černocký 28 28 0 02 Apr 2022
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation Xuankai Chang Takashi Maekaku Yuya Fujita Shinji Watanabe VLM 49 45 0 01 Apr 2022
End-to-End Multi-speaker ASR with Independent Vector Analysis Robin Scheibler Wangyou Zhang Xuankai Chang Shinji Watanabe Y. Qian 18 2 0 01 Apr 2022
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation Ryo Fukuda Katsuhito Sudoh Satoshi Nakamura 10 7 0 29 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 21 93 0 29 Mar 2022
Complex Frequency Domain Linear Prediction: A Tool to Compute Modulation Spectrum of Speech Samik Sadhu H. Hermansky 16 4 0 24 Mar 2022
Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition Shujie Hu Shansong Liu Xurong Xie Mengzhe Geng Tianzi Wang Shoukang Hu Mingyu Cui Xunying Liu Helen Meng 9 14 0 19 Mar 2022
Transformer-based Streaming ASR with Cumulative Attention Mohan Li Shucong Zhang Catalin Zorila R. Doddipatla 19 9 0 11 Mar 2022