Deep clustering-based single-channel speech separation and recent advances
Aihara, Ryo, Wichern, Gordon, Roux, Jonathan Le
Published in Acoustical Science and Technology (01.03.2020)
Published in Acoustical Science and Technology (01.03.2020)
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Journal Article
End-to-End Multi-Speaker Speech Recognition
Settle, Shane, Roux, Jonathan Le, Hori, Takaaki, Watanabe, Shinji, Hershey, John R.
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Hyperbolic Unsupervised Anomalous Sound Detection
Germain, Francois G., Wichern, Gordon, Roux, Jonathan Le
Published in 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (22.10.2023)
Published in 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (22.10.2023)
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Conference Proceeding
Latent Iterative Refinement for Modular Source Separation
Bralios, Dimitrios, Tzinis, Efthymios, Wichern, Gordon, Smaragdis, Paris, Roux, Jonathan Le
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks
Petermann, Darius, Wichern, Gordon, Subramanian, Aswin Shanmugam, Wang, Zhong-Qiu, Roux, Jonathan Le
Published in IEEE/ACM transactions on audio, speech, and language processing (2023)
Published in IEEE/ACM transactions on audio, speech, and language processing (2023)
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Journal Article
An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech
Seki, Hiroshi, Watanabe, Shinji, Hori, Takaaki, Roux, Jonathan Le, Hershey, John R.
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
SDR - Half-baked or Well Done?
Roux, Jonathan Le, Wisdom, Scott, Erdogan, Hakan, Hershey, John R.
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
The Phasebook: Building Complex Masks via Discrete Representations for Source Separation
Roux, Jonathan Le, Wichern, Gordon, Watanabe, Shinji, Sarroff, Andy, Hershey, John R.
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition
Chang, Xuankai, Zhang, Wangyou, Qian, Yanmin, Roux, Jonathan Le, Watanabe, Shinji
Published in 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (01.12.2019)
Published in 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (01.12.2019)
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Conference Proceeding
Anomalous Sound Detection Using Attentive Neural Processes
Wichern, Gordon, Chakrabarty, Ankush, Wang, Zhong-Qiu, Roux, Jonathan Le
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.01.2021)
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.01.2021)
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Conference Proceeding
The Sound Demixing Challenge 2023 – Cinematic Demixing Track
Uhlich, Stefan, Fabbro, Giorgio, Hirano, Masato, Takahashi, Shusuke, Wichern, Gordon, Le Roux, Jonathan, Chakraborty, Dipam, Mohanty, Sharada, Li, Kai, Luo, Yi, Yu, Jianwei, Gu, Rongzhi, Solovyev, Roman, Stempkovskiy, Alexander, Habruseva, Tatiana, Sukhovei, Mikhail, Mitsufuji, Yuki
Published in Transactions of the International Society for Music Information Retrieval (17.04.2024)
Published in Transactions of the International Society for Music Information Retrieval (17.04.2024)
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Journal Article
Streaming Automatic Speech Recognition with the Transformer Model
Moritz, Niko, Hori, Takaaki, Le, Jonathan
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Alternative Objective Functions for Deep Clustering
Wang, Zhong-Qiu, Roux, Jonathan Le, Hershey, John R.
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Triggered Attention for End-to-end Speech Recognition
Moritz, Niko, Hori, Takaaki, Roux, Jonathan Le
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Deep clustering: Discriminative embeddings for segmentation and separation
Hershey, John R., Zhuo Chen, Le Roux, Jonathan, Watanabe, Shinji
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Deep clustering and conventional networks for music separation: Stronger together
Luo, Yi, Chen, Zhuo, Hershey, John R., Le Roux, Jonathan, Mesgarani, Nima
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Journal Article
End-To-End Multi-Speaker Speech Recognition With Transformer
Chang, Xuankai, Zhang, Wangyou, Qian, Yanmin, Roux, Jonathan Le, Watanabe, Shinji
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding