Publications

Paul-Gauthier Noé, Andreas Nautsch, Nicholas Evans, Jose Patino, Jean-François Bonastre, Natalia Tomashenko, Driss Matrouf (2022). Towards a unified assessment framework of speech pseudonymisation. Computer Speech & Language.

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. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).

Jennifer Williams, Junichi Yamagishi, Paul-Gauthier Noé, Cassia Valentini-Botinhao, Jean-François Bonastre (2021). Revisiting Speech Content Privacy. Proceedings of the Symposium of the Security & Privacy in Speech Communication.

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.

Tomi Kinnunen, Andreas Nautsch, Md. Sahidullah, Nicholas Evans, Xin Wang, Massimiliano Todisco, Héctor Delgado, Junichi Yamagishi, Kong Aik Lee (2021). Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing. Proc. Conference of the International Speech Communication Association 2021 (Interspeech 2021).

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).

Jose Patino, Natalia Tomashenko, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans (2021). Speaker Anonymisation Using the McAdams Coefficient. Proc. Interspeech 2021.

Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi (2021). Multi-Task Learning in Utterance-Level and Segmental-Level Spoof Detection. Proc. 2021 Automatic Speaker Verification and Spoofing Countermeasures Challenge (ASVspoof 2021 Workshop).

Haoyu Li, Junichi Yamagishi (2021). Multi-Metric Optimization Using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement. IEEE ACM Trans. Audio Speech Lang. Process..

Jennifer Williams, Yi Zhao, Erica Cooper, Junichi Yamagishi (2021). Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021.

Shuhei Kato, Yusuke Yasuda, Xin Wang, Erica Cooper, Junichi Yamagishi (2021). How Similar or Different is Rakugo Speech Synthesizer to Professional Performers?. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021.

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

Hemlata Tak, Jee-weon Jung, Jose Patino, Massimiliano Todisco, Nicholas Evans (2021). Graph Attention Networks for Anti-Spoofing. Proc. Interspeech 2021.

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).

Haoyu Li, Yang Ai, Junichi Yamagishi (2021). Enhancing Low-Quality Voice Recordings Using Disentangled Channel Factor and Neural Waveform Model. IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021.

Hemlata Tak, Jee-weon Jung, Jose Patino, Madhu R. Kamble, Massimiliano Todisco, Nicholas Evans (2021). End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection. Proc. 2021 Automatic Speaker Verification and Spoofing Countermeasures Challenge (ASVspoof 2021 Workshop).

Hemlata Tak, Jose Patino, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans, Anthony Larcher (2021). End-to-End anti-spoofing with RawNet2. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021.

Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2021). Capsule-Forensics Networks for Deepfake Detection. Chapter 13, Handbook of Digital Face Manipulation and Detection - From DeepFakes to Morphing Attacks.

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 Automatic Speaker Verification and Spoofing Countermeasures Challenge (ASVspoof 2021 Workshop).

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 Trans. Biom. Behav. Identity Sci..

Benjamin O'Brien, Natalia Tomashenko, Anaı̈s Chanclu, Jean-François Bonastre (2021). Anonymous Speaker Clusters: Making Distinctions Between Anonymised Speech Recordings with Clustering Interface. Proc. Interspeech 2021.

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

Paul-Gauthier Noé, Mohammad Mohammadamini, Driss Matrouf, Titouan Parcollet, Andreas Nautsch, Jean-François Bonastre (2021). Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. Proc. Interspeech 2021.

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

Saurabh Gupta, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2020). Viable Threat on News Reading: Generating Biased News Using Natural Language Models. Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science.

Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Fuming Fang, Xin Wang, Nanxin Chen, Junichi Yamagishi (2020). Zero-Shot Multi-Speaker Text-To-Speech with State-Of-The-Art Neural Speaker Embeddings. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020.

Yi Zhao, Wen-Chin Huang, Xiaohai Tian, Junichi Yamagishi, Rohan Kumar Das, Tomi Kinnunen, Zhen-Hua Ling, Tomoki Toda (2020). Voice Conversion Challenge 2020: Intra-lingual semi-parallel and cross-lingual voice conversion. Proc. Joint Workshop for the Blizzard Challenge and Voice Conversion Challenge 2020 (VCCBC 2020).

Xin Wang, Junichi Yamagishi (2020). Using Cyclic Noise as the Source Signal for Neural Source-Filter-Based Speech Waveform Model. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Yi Zhao, Xin Wang, Lauri Juvela, Junichi Yamagishi (2020). Transferring Neural Speech Waveform Synthesizers to Musical Instrument Sounds Generation. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020.

Andreas Nautsch, Jose Patino, Natalia A. Tomashenko, Junichi Yamagishi, Paul-Gauthier Noé, Jean-François Bonastre, Massimiliano Todisco, Nicholas Evans (2020). The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Tomi Kinnunen, Héctor Delgado, Nicholas Evans, Kong Aik Lee, Ville Vestman, Andreas Nautsch, Massimiliano Todisco, Xin Wang, Md. Sahidullah, Junichi Yamagishi, Douglas A. Reynolds (2020). Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals. IEEE ACM Trans. Audio Speech Lang. Process..

Hemlata Tak, Jose Patino, Andreas Nautsch, Nicholas Evans, Massimiliano Todisco (2020). Spoofing Attack Detection Using the Non-Linear Fusion of Sub-Band Classifiers. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Rohan Kumar Das, Tomi Kinnunen, Wen-Chin Huang, Zhen-Hua Ling, Junichi Yamagishi, Yi Zhao, Xiaohai Tian, Tomoki Toda (2020). Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions. Proc. Joint Workshop for the Blizzard Challenge and Voice Conversion Challenge 2020 (VCCBC 2020).

Haoyu Li, Junichi Yamagishi (2020). Noise Tokens: Learning Neural Noise Templates for Environment-Aware Speech Enhancement. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Xin Wang, Shinji Takaki, Junichi Yamagishi (2020). Neural Source-Filter Waveform Models for Statistical Parametric Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process..

Hieu-Thi Luong, Junichi Yamagishi (2020). NAUTILUS: A Versatile Voice Cloning System. IEEE ACM Trans. Audio Speech Lang. Process..

Shuhei Kato, Yusuke Yasuda, Xin Wang, Erica Cooper, Shinji Takaki, Junichi Yamagishi (2020). Modeling of Rakugo Speech and Its Limitations: Toward Speech Synthesis That Entertains Audiences. IEEE Access.

Natalia A. Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Jose Patino, Jean-François Bonastre, Paul-Gauthier Noé, Massimiliano Todisco (2020). Introducing the VoicePrivacy Initiative. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Haoyu Li, Szu-Wei Fu, Yu Tsao, Junichi Yamagishi (2020). iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

David Ifeoluwa Adelani, Haotian Mai, Fuming Fang, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2020). Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-Based Detection. Advanced Information Networking and Applications - Proceedings of the 34th International Conference on Advanced Information Networking and Applications, AINA-2020, Caserta, Italy, 15-17 April.

Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel (2020). Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems. 2020 IEEE International Joint Conference on Biometrics, IJCB 2020, Houston, TX, USA, September 28 - October 1, 2020.

Brij Mohan Lal Srivastava, Natalia A. Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aurélien Bellet, Marc Tommasi (2020). Design Choices for X-Vector Based Speaker Anonymization. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Junichi Yamagishi (2020). Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS?. Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020.

Hemlata Tak, Jose Patino, Andreas Nautsch, Nicholas Evans, Massimiliano Todisco (2020). An Explainability Study of the Constant Q Cepstral Coefficient Spoofing Countermeasure for Automatic Speaker Verification. Odyssey 2020: The Speaker and Language Recognition Workshop, 1-5 November 2020, Tokyo, Japan.

Fuming Fang, Xin Wang, Junichi Yamagishi, Isao Echizen, Massimiliano Todisco, Nicholas Evans, Jean-François Bonastre (2019). Speaker Anonymization Using X-vector and Neural Waveform Models. Proc. 10th ISCA Workshop on Speech Synthesis (SSW 10).

Shuhei Kato, Yusuke Yasuda, Xin Wang, Erica Cooper, Shinji Takaki, Junichi Yamagishi (2019). Rakugo speech synthesis using segment-to-segment neural transduction and style tokens --- toward speech synthesis for entertaining audiences. Proc. 10th ISCA Speech Synthesis Workshop.

Xin Wang, Shinji Takaki, Junichi Yamagishi (2019). Neural Source-filter-based Waveform Model for Statistical Parametric Speech Synthesis. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019.

Xin Wang, Junichi Yamagishi (2019). Neural Harmonic-plus-Noise Waveform Model with Trainable Maximum Voice Frequency for Text-to-Speech Synthesis. Proc. 10th ISCA Workshop on Speech Synthesis (SSW 10).

Huy Hong Nguyen, Fuming Fang, Junichi Yamagishi, Isao Echizen (2019). Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos. 10th IEEE International Conference on Biometrics Theory, Applications and Systems, BTAS 2019, Tampa, FL, USA, September 23-26, 2019.

Chen-Chou Lo, Szu-Wei Fu, Wen-Chin Huang, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang (2019). MOSNet: Deep Learning based Objective Assessment for Voice Conversion. Proc. Conference of the International Speech Communication Association 2019 (Interspeech 2019).

Mingyang Zhang, Xin Wang, Fuming Fang, Haizhou Li, Junichi Yamagishi (2019). Joint Training Framework for Text-to-Speech and Voice Conversion Using Multi-Source Tacotron and WaveNet. Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019.

Yusuke Yasuda, Xin Wang, Shinji Takaki, Junichi Yamagishi (2019). Investigation of Enhanced Tacotron Text-to-speech Synthesis Systems with Self-attention for Pitch Accent Language. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019.

Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen (2019). Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019.

Hieu-Thi Luong, Junichi Yamagishi (2019). Bootstrapping Non-Parallel Voice Conversion from Speaker-Adaptive Text-to-Speech. IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019.

Massimiliano Todisco, Xin Wang, Ville Vestman, Md. Sahidullah, Héctor Delgado, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Tomi H. Kinnunen, Kong Aik Lee (2019). ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection. Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019.