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ESPnet-ONNX: Bridging a Gap Between Research and Production


Sep 20, 2022
Masao Someki, Yosuke Higuchi, Tomoki Hayashi, Shinji Watanabe

* Accepted to APSIPA ASC 2022 

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A Comparative Study of Self-supervised Speech Representation Based Voice Conversion


Jul 10, 2022
Wen-Chin Huang, Shu-Wen Yang, Tomoki Hayashi, Tomoki Toda

* Accepted to IEEE Journal of Selected Topics in Signal Processing. arXiv admin note: substantial text overlap with arXiv:2110.06280 

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Improvement of Serial Approach to Anomalous Sound Detection by Incorporating Two Binary Cross-Entropies for Outlier Exposure


Jun 13, 2022
Ibuki Kuroyanagi, Tomoki Hayashi, Kazuya Takeda, Tomoki Toda

* 5 pages, 3 figures, 3 tables, EUSIPCO 2022 

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Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis


May 09, 2022
Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin

* Interspeech submission 

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Acoustic Event Detection with Classifier Chains


Feb 17, 2022
Tatsuya Komatsu, Shinji Watanabe, Koichi Miyazaki, Tomoki Hayashi

* 5pages, presented at Interspeech2021 

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Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem


Jan 09, 2022
Jing Shi, Xuankai Chang, Tomoki Hayashi, Yen-Ju Lu, Shinji Watanabe, Bo Xu

* 5 pages, https://shincling.github.io/discreteSeparation/ 

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ViCE: Self-Supervised Visual Concept Embeddings as Contextual and Pixel Appearance Invariant Semantic Representations


Nov 24, 2021
Robin Karlsson, Tomoki Hayashi, Keisuke Fujii, Alexander Carballo, Kento Ohtani, Kazuya Takeda


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ESPnet2-TTS: Extending the Edge of TTS Research


Oct 15, 2021
Tomoki Hayashi, Ryuichi Yamamoto, Takenori Yoshimura, Peter Wu, Jiatong Shi, Takaaki Saeki, Yooncheol Ju, Yusuke Yasuda, Shinnosuke Takamichi, Shinji Watanabe

* Submitted to ICASSP2022. Demo HP: https://espnet.github.io/icassp2022-tts/ 

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S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations


Oct 12, 2021
Wen-Chin Huang, Shu-Wen Yang, Tomoki Hayashi, Hung-Yi Lee, Shinji Watanabe, Tomoki Toda

* Submitted to ICASSP 2022. Code available at: https://github.com/s3prl/s3prl/tree/master/s3prl/downstream/a2o-vc-vcc2020 

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