Publications

Aditya Ravuri, Erica Cooper, Junichi Yamagishi (2024). Uncertainty as a Predictor: Leveraging Self-Supervised Learning for Zero-Shot MOS Prediction. Accepted to the Self-supervision in Audio, Speech and Beyond (SASB) workshop.

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XiaoXiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Nicholas Evans, Massimiliano Todisco, Jean-François Bonastre, Mickael Rouvier (2024). SynVox2: Towards a privacy-friendly VoxCeleb2 dataset. Accepted to the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024).

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Wanying Ge, Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Nicholas Evans (2024). SPOOFING ATTACK AUGMENTATION: CAN DIFFERENTLY-TRAINED ATTACK MODELS IMPROVE GENERALISATION?. Accepted to 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024).

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Nicolas Jonason, Xin Wang, Erica Cooper, Lauri Juvela, Bob L. T. Sturm, Junichi Yamagishi (2024). DDSP-based Neural Waveform Synthesis of Polyphonic Guitar Performance from String-wise MIDI Input. Submitted to the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024).

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Xin Wang, Junichi Yamagishi (2024). Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?. Accepted to the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024).

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Chang Zeng, XiaoXiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi (2024). Joint speaker encoder and neural back-end model for fully end-to-end automatic speaker verification with multiple enrollment utterances. Computer Speech & Language.

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Erica Cooper, Wen-Chin Huang, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi (2023). The VoiceMOS Challenge 2023:Zero-shot Subjective Speech Quality Prediction for Multiple Domains. IEEE ASRU 2023.

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Hemant Yadav, Erica Cooper, Junichi Yamagishi, Sunayana Sitaram, Rajiv Shah (2023). Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised setting. IEEE ASRU 2023.

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Yi-chen Chang, Canasai Kruengkrai, Junichi Yamagishi (2023). XFEVER: Exploring Fact Verification across Languages. Proceedings of the 35th Conference on Computational Linguistics and Speech Processing (ROCLING 2023).

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XiaoXiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia Tomashenko (2023). Speaker Anonymization Using Orthogonal Householder Neural Network. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2023). How Close are Other Computer Vision Tasks to Deepfake Detection?. Proc. IEEE International Joint Conference on Biometrics (IJCB 2023).

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Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung (2023). Towards Single Integrated Spoofing-aware Speaker Verification Embeddings. Proc. INTERSPEECH 2023.

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Orian Sharoni, Roee Shenberg, Erica Cooper (2023). SASPEECH: A Hebrew Single Speaker Dataset for Text To Speech and Voice Conversion. Proc. INTERSPEECH 2023.

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Lin Zhang, Xin Wang, Erica Cooper, Nicholas Evans, Junichi Yamagishi (2023). Range-Based Equal Error Rate for Spoof Localization. Proc. INTERSPEECH 2023.

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Erica Cooper, Junichi Yamagishi (2023). Investigating Range-Equalizing Bias in Mean Opinion Score Ratings of Synthesized Speech. Proc. INTERSPEECH 2023.

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Chang Zeng, Xin Wang, XiaoXiao Miao, Erica Cooper, Junichi Yamagishi (2023). Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms. Proc. INTERSPEECH 2023.

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Hieu-Thi Luong, Junichi Yamagishi (2023). Controlling Multi-Class Human Vocalization Generation via a Simple Segment-based Labeling Scheme. Proc. INTERSPEECH 2023.

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Lifan Zhong, Erica Cooper, Junichi Yamagishi, Nobuaki Minematsu (2023). Exploring Isolated Musical Notes as Pre-training Data for Predominant Instrument Recognition in Polyphonic Music. Accepted to APSIPA 2023.

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Kunkun Pang, Dafei Qin, Yingruo Fan, Julian Habekost, Takaaki Shiratori, Junichi Yamagishi, Taku Komura (2023). BodyFormer: Semantics-Guided 3D Body Gesture Synthesis with Transformer. ACM Trans. Graph..

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Canasai Kruengkrai, Junichi Yamagishi (2023). Revisiting Pathologies of Neural Models under Input Reduction. Findings of the Association for Computational Linguistics: ACL 2023.

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Xuechen Liu, Xin Wang, Md Sahidullah, Jose Patino, Héctor Delgado, Tomi Kinnunen, Massimiliano Todisco, Junichi Yamagishi, Nicholas Evans, Andreas Nautsch, Kong Aik Lee (2023). ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Chunhui Wang, Chang Zeng, Xing He (2023). Xiaoicesing 2: A High-Fidelity Singing Voice Synthesizer Based on Generative Adversarial Network. Accepted by Proc. Interspeech 2023.

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Xin Wang, Junichi Yamagishi (2023). Spoofed Training Data for Speech Spoofing Countermeasure Can Be Efficiently Created Using Neural Vocoders. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Haoyu Li, Yun Liu, Junichi Yamagishi (2023). Joint Noise Reduction and Listening Enhancement for Full-End Speech Enhancement. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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‪Paul-Gauthier Noé‬, XiaoXiao Miao, Xin Wang, Junichi Yamagishi, Jean-François Bonastre, Driss Matrouf (2023). Hiding Speaker’s Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis Pipeline. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Xuan Shi, Erica Cooper, Xin Wang, Junichi Yamagishi, Shrikanth Narayanan (2023). Can Knowledge of End-to-End Text-to-Speech Models Improve Neural MIDI-to-Audio Synthesis Systems?. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Huy Hong Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen (2023). Analysis of Master Vein Attacks on Finger Vein Recognition Systems. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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Cheng Gong, Xin Wang, Erica Cooper, Dan Wells, Longbiao Wang, Jianwu Dang, Korin Richmond, Junichi Yamagishi (2023). ZMM-TTS: Zero-shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-supervised Discrete Speech Representations. Submitted to IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Lin Zhang, Xin Wang, Erica Cooper, Nicholas Evans, Junichi Yamagishi (2023). The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Weixin Zhu, Zilin Wang, Jiuxin Lin, Chang Zeng, Tao Yu (2023). SSI-Net: A Multi-Stage Speech Signal Improvement System for ICASSP 2023 SSI Challenge. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Xuechen Liu, Xin Wang, Erica Cooper, XiaoXiao Miao, Junichi Yamagishi (2023). Speaker-Text Retrieval via Contrastive Learning.

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Xin Wang, Junichi Yamagishi (2023). Investigating Active-Learning-Based Training Data Selection for Speech Spoofing Countermeasure. 2022 IEEE Spoken Language Technology Workshop (SLT).

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Ching-Chun Chang, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2023). Cyber Vaccine for Deepfake Immunity. IEEE Access.

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Xintong Wang, Chang Zeng, Jun Chen, Chunhui Wang (2023). CrossSinger: A Cross-Lingual Multi-Singer High-Fidelity Singing Voice Synthesizer Trained on Monolingual Singers.

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Li-Kuang Chen, Canasai Kruengkrai, Junichi Yamagishi (2022). Outlier-Aware Training for Improving Group Accuracy Disparities. Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Student Research Workshop.

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Xuan Shi, Erica Cooper, Junichi Yamagishi (2022). Use of Speaker Recognition Approaches for Learning and Evaluating Embedding Representations of Musical Instrument Sounds. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, ‪Paul-Gauthier Noé‬, Andreas Nautsch, Nicholas Evans, Junichi Yamagishi, Benjamin O’Brien, others (2022). The VoicePrivacy 2020 Challenge: Results and findings. Computer Speech & Language.

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Wen-Chin Huang, Erica Cooper, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi (2022). The VoiceMOS Challenge 2022. Proc. Interspeech 2022.

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Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang (2022). SVSNet: An End-to-End Speaker Voice Similarity Assessment Model. IEEE Signal Processing Letters.

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Chang Zeng, Lin Zhang, Meng Liu, Junichi Yamagishi (2022). Spoofing-Aware Attention based ASV Back-end with Multiple Enrollment Utterances and a Sampling Strategy for the SASV Challenge 2022. Proc. Interspeech 2022.

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Trung-Nghia Le, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2022). Robust Deepfake on Unrestricted Media: Generation and Detection. Frontiers in Fake Media Generation and Detection.

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Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi (2022). Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David Cox, James Glass (2022). On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Canasai Kruengkrai, Junichi Yamagishi (2022). Mitigating the Diminishing Effect of Elastic Weight Consolidation. Proceedings of the 29th International Conference on Computational Linguistics.

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Huy Hong Nguyen, Sebastien Marcel, Junichi Yamagishi, Isao Echizen (2022). Master Face Attacks on Face Recognition Systems. IEEE Transactions on Biometrics, Behavior, and Identity Science.

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XiaoXiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia Tomashenko (2022). Language-Independent Speaker Anonymization Approach Using Self-Supervised Pre-Trained Models. Proc. The Speaker and Language Recognition Workshop (Odyssey 2022).

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Xin Wang, Junichi Yamagishi (2022). Investigating Self-Supervised Front Ends for Speech Spoofing Countermeasures. Proc. The Speaker and Language Recognition Workshop (Odyssey 2022).

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Haoyu Li (2022). Improving Neural-Network-Based Speech Enhancement for Noise Reduction and Intelligibility Boosting(雑音抑圧と明瞭性向上のためのニューラルネットワークによる音声強調の改善について).

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Erica Cooper, Wen-Chin Huang, Tomoki Toda, Junichi Yamagishi (2022). Generalization Ability of MOS Prediction Networks. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Ruben Tolosana, Christian Rathgeb, Ruben Vera-Rodriguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen, Peter Rot, Klemen Grm, Vitomir Štruc, Antitza Dantcheva, Zahid Akhtar, Sergio Romero-Tapiador, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia, Els Kindt, Catherine Jasserand, Tarmo Kalvet, Marek Tiits (2022). Future Trends in Digital Face Manipulation and Detection. Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks.

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Xin Wang, Junichi Yamagishi (2022). Estimating the Confidence of Speech Spoofing Countermeasure. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Haoyu Li, Junichi Yamagishi (2022). DDS: A new device-degraded speech dataset for speech enhancement. Proc. Interspeech 2022.

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Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2022). Capsule-Forensics Networks for Deepfake Detection. Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks.

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Hemlata Tak, Massimiliano Todisco, Xin Wang, Jee-weon Jung, Junichi Yamagishi, Nicholas Evans (2022). Automatic Speaker Verification Spoofing and Deepfake Detection Using Wav2vec 2.0 and Data Augmentation. Proc. The Speaker and Language Recognition Workshop (Odyssey 2022).

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Chang Zeng, Xin Wang, Erica Cooper, XiaoXiao Miao, Junichi Yamagishi (2022). Attention Back-End for Automatic Speaker Verification with Multiple Enrollment Utterances. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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XiaoXiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia Tomashenko (2022). Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions. Proc. Interspeech 2022.

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Xin Wang, Junichi Yamagishi (2022). A Practical Guide to Logical Access Voice Presentation Attack Detection. Frontiers in Fake Media Generation and Detection.

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Canasai Kruengkrai, Junichi Yamagishi, Xin Wang (2021). A Multi-Level Attention Model for Evidence-Based Fact Checking. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

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Erica Cooper, Xin Wang, Junichi Yamagishi (2021). Text-to-Speech Synthesis Techniques for MIDI-to-Audio Synthesis. Proc. 11th ISCA Speech Synthesis Workshop (SSW 11).

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Jennifer Williams, Junichi Yamagishi, Paul-Gauthier, Cassia Valentini-Botinhao, Jean-François Bonastre (2021). Revisiting Speech Content Privacy. Proc. 2021 ISCA Symposium on Security and Privacy in Speech Communication.

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Shuhei Kato (2021). Rakugo Speech Synthesis: Toward Speech Synthesis That Entertains Audiences(落語音声合成: 人を楽しませる音声合成に向けて).

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Trung-Nghia Le, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2021). OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild. 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

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Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi (2021). Multi-task Learning in Utterance-level and Segmental-level Spoof Detection. Proc. 2021 Edition of the Automatic Speaker Verification and Spoofing Countermeasures Challenge.

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Haoyu Li, Junichi Yamagishi (2021). Multi-Metric Optimization Using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement. IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Yusuke Yasuda (2021). Lexical pitch accent and duration modeling for neural end-to-end text-to-speech synthesis(End-to-endニューラル音声合成のための構文的ピッチアクセントと音素継続長のモデル化).

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Jennifer Williams, Yi Zhao, Erica Cooper, Junichi Yamagishi (2021). Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Shuhei Kato, Yusuke Yasuda, Xin Wang, Erica Cooper, Junichi Yamagishi (2021). How Similar or Different is Rakugo Speech Synthesizer to Professional Performers?. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Erica Cooper, Junichi Yamagishi (2021). How do Voices from Past Speech Synthesis Challenges Compare Today?. Proc. 11th ISCA Speech Synthesis Workshop (SSW 11).

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Jennifer Williams, Jason Fong, Erica Cooper, Junichi Yamagishi (2021). Exploring Disentanglement with Multilingual and Monolingual VQ-VAE. Proc. 11th ISCA Speech Synthesis Workshop (SSW 11).

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Haoyu Li, Yang Ai, Junichi Yamagishi (2021). Enhancing Low-Quality Voice Recordings Using Disentangled Channel Factor and Neural Waveform Model. 2021 IEEE Spoken Language Technology Workshop (SLT).

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Yusuke Yasuda, Xin Wang, Junichi Yamagishd (2021). End-to-End Text-to-Speech Using Latent Duration Based on VQ-VAE. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Khanh-Duv Nguyen, Huv H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen (2021). Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

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Yang Ai, Haoyu Li, Xin Wang, Junichi Yamagishi, Zhenhua Ling (2021). Denoising-and-Dereverberation Hierarchical Neural Vocoder for Robust Waveform Generation. 2021 IEEE Spoken Language Technology Workshop (SLT).

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Jean-François Bonastre, Héctor Delgado, Nicholas Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, ‪Paul-Gauthier Noé‬, Jose Patino, Md Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi (2021). Benchmarking and challenges in security and privacy for voice biometrics. Proc. 2021 ISCA Symposium on Security and Privacy in Speech Communication.

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Junichi Yamagishi, Xin Wang, Massimiliano Todisco, Md Sahidullah, Jose Patino, Andreas Nautsch, Xuechen Liu, Kong Aik Lee, Tomi Kinnunen, Nicholas Evans, Héctor Delgado (2021). ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection. Proc. 2021 Edition of the Automatic Speaker Verification and Spoofing Countermeasures Challenge.

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Andreas Nautsch, Xin Wang, Nicholas Evans, Tomi H. Kinnunen, Ville Vestman, Massimiliano Todisco, Héctor Delgado, Md Sahidullah, Junichi Yamagishi, Kong Aik Lee (2021). ASVspoof 2019: Spoofing Countermeasures for the Detection of Synthesized, Converted and Replayed Speech. IEEE Transactions on Biometrics, Behavior, and Identity Science.

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Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi, Jose Patino, Nicholas Evans (2021). An Initial Investigation for Detecting Partially Spoofed Audio. Proc. Interspeech 2021.

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Xin Wang, Junichi Yamagishi (2021). A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection. Proc. Interspeech 2021.

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Hieu-Thi Luong (2020). Deep learning based voice cloning framework for a unified system of text-to-speech and voice conversion（テキスト音声合成と声質変換を統合した深層学習によるボイスクローニング）.

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Md Sahidullah, Héctor Delgado, Massimiliano Todisco, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, Kong Aik Lee (2019). Introduction to Voice Presentation Attack Detection and Recent Advances. Handbook of Biometric Anti-Spoofing: Presentation Attack Detection.

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Xin Wang (2018). Fundamental Frequency Modeling for Neural-Network-Based Statistical Parametric Speech Synthesis (ニューラルネットワークに基づく統計的音声合成のための基本周波数モデリング).

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Keiichi Tokuda, Akinobu Lee, Yoshihiko Nankaku, Keiichiro Oura, Kei Hashimoto, Daisuke Yamamoto, Ichi Takumi, Takahiro Uchiya, Shuhei Tsutsumi, Steve Renals, Junichi Yamagishi (2017). User Generated Dialogue Systems: uDialogue. Human-Harmonized Information Technology, Volume 2: Horizontal Expansion.

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順一 山岸, 恵一 徳田, 智基 戸田, よしこ みわ, 国立情報学研究所 (2015). おしゃべりなコンピュータ : 音声合成技術の現在と未来. 丸善出版.

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Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi, Zhizheng Wu, Federico Alegre, Phillip De Leon (2014). Speaker Recognition Anti-spoofing. Handbook of Biometric Anti-Spoofing: Trusted Biometrics under Spoofing Attacks.

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Sarah Creer, Phil Green, Stuart Cunningham, Junichi Yamagishi (2010). Building personalized synthetic voices for individuals with dysarthria using the HTS toolkit. Computer Synthesized Speech Technologies: Tools for Aiding Impairment.

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