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Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features


Dec 01, 2021
Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao


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Instrumented shoulder functional assessment using inertial measurement units for frozen shoulder


Nov 26, 2021
Ting-Yang Lu, Kai-Chun Liu, Chia-Yeh Hsieh, Chih-Ya Chang, Yu Tsao, Chia-Tai Chan

* 4 pages, 6 tables, 2 figures, To appear in 2021 IEEE BHI 

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Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport


Nov 11, 2021
Hsin-Yi Lin, Huan-Hsin Tseng, Xugang Lu, Yu Tsao

* Accepted at NeurIPS 2021 

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OSSEM: one-shot speaker adaptive speech enhancement using meta learning


Nov 10, 2021
Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli


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HASA-net: A non-intrusive hearing-aid speech assessment network


Nov 10, 2021
Hsin-Tien Chiang, Yi-Chiao Wu, Cheng Yu, Tomoki Toda, Hsin-Min Wang, Yih-Chun Hu, Yu Tsao


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SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points


Nov 08, 2021
Yu-Chen Lin, Cheng Yu, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo


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InQSS: a speech intelligibility assessment model using a multi-task learning network


Nov 04, 2021
Yu-Wen Chen, Yu Tsao


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Speech Enhancement Based on Cyclegan with Noise-informed Training


Oct 19, 2021
Wen-Yuan Ting, Syu-Siang Wang, Hsin-Li Chang, Borching Su, Yu Tsao


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Speech Enhancement-assisted Stargan Voice Conversion in Noisy Environments


Oct 19, 2021
Yun-Ju Chan, Chiang-Jen Peng, Syu-Siang Wang, Hsin-Min Wang, Yu Tsao, Tai-Shih Chi


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MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech


Oct 12, 2021
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao


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Analyzing the Robustness of Unsupervised Speech Recognition


Oct 12, 2021
Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu, Hung-Yi Lee, Yu Tsao

* Submitted to ICASSP 2022 

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An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition


Oct 09, 2021
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe

* To appear in ASRU2021 

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A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming


Oct 08, 2021
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao

* Submitted to ICASSP 2022 

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Time Alignment using Lip Images for Frame-based Electrolaryngeal Voice Conversion


Sep 08, 2021
Yi-Syuan Liou, Wen-Chin Huang, Ming-Chi Yen, Shu-Wei Tsai, Yu-Huai Peng, Tomoki Toda, Yu Tsao, Hsin-Min Wang

* Accepted to APSIPA ASC 2021 

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A Study on Speech Enhancement Based on Diffusion Probabilistic Model


Jul 25, 2021
Yen-Ju Lu, Yu Tsao, Shinji Watanabe

* submitted to APSIPA 2021 

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SVSNet: An End-to-end Speaker Voice Similarity Assessment Model


Jul 20, 2021
Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Relational Data Selection for Data Augmentation of Speaker-dependent Multi-band MelGAN Vocoder


Jun 10, 2021
Yi-Chiao Wu, Cheng-Hung Hu, Hung-Shin Lee, Yu-Huai Peng, Wen-Chin Huang, Yu Tsao, Hsin-Min Wang, Tomoki Toda

* 5 pages, 1 figure, 3 tables, Proc. Interspeech, 2021 

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Intermittent Speech Recovery


Jun 09, 2021
Yu-Chen Lin, Tsun-An Hsieh, Kuo-Hsuan Hung, Cheng Yu, Harinath Garudadri, Yu Tsao, Tei-Wei Kuo


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A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion


Jun 02, 2021
Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Ching-Feng Liu, Yu Tsao, Hsin-Min Wang, Tomoki Toda

* Accepted to Interspeech 2021. 5 pages, 3 figures, 1 table 

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Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media


May 18, 2021
Fatma S. Abousaleh, Wen-Huang Cheng, Neng-Hao Yu, Yu Tsao

* IEEE Transactions on Cognitive and Developmental Systems. 2020 Nov 9 
* 14 pages, 11 figures, 7 tables 

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MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement


Apr 08, 2021
Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao


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The AS-NU System for the M2VoC Challenge


Apr 07, 2021
Cheng-Hung Hu, Yi-Chiao Wu, Wen-Chin Huang, Yu-Huai Peng, Yu-Wen Chen, Pin-Jui Ku, Tomoki Toda, Yu Tsao, Hsin-Min Wang


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Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification


Apr 07, 2021
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai

* arXiv admin note: substantial text overlap with arXiv:2101.03329 

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EMA2S: An End-to-End Multimodal Articulatory-to-Speech System


Feb 07, 2021
Yu-Wen Chen, Kuo-Hsuan Hung, Shang-Yi Chuang, Jonathan Sherman, Wen-Chin Huang, Xugang Lu, Yu Tsao


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Integrating a joint Bayesian generative model in a discriminative learning framework for speaker verification


Jan 09, 2021
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai


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Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario


Jan 07, 2021
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi


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Unsupervised neural adaptation model based on optimal transport for spoken language identification


Dec 24, 2020
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai


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Domain-adaptive Fall Detection Using Deep Adversarial Training


Dec 20, 2020
Kai-Chun Liu, Michael Chan, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao


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Speech Enhancement with Zero-Shot Model Selection


Dec 17, 2020
Ryandhimas E. Zezario, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao


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