MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition

E. C. Cherry, “Some experiments on the recognition of speech, with one and with two ears,” The Journal of the Acoustical Society of America , vol. 25, no. 5, 1953

1953

Earlier work this paper cites.

X. Anguera, C. Wooters, and J. Hernando, “Acoustic beamforming for speaker diarization of meetings,” IEEE Transactions on Audio, Speech, and Language Processing , vol. 15, no. 7, Sep. 2007

2007

Earlier work this paper cites.

M. Souden, J. Benesty, and S. Affes, “On optimal frequency-domain multichannel linear filtering for noise reduction,” IEEE Transactions on Audio, Speech, and Language Processing , vol. 18, no. 2, 2009

2009

Earlier work this paper cites.

Y. Bengio, J. Louradour, R. Collobert, and J. Weston, “Curriculum learning,” in Proc. International Conference on Machine Learning (ICML) , Jun. 2009

2009

Earlier work this paper cites.

A. Graves and N. Jaitly, “Towards end-to-end speech recognition with recurrent neural networks,” in Proc. International Conference on Machine Learning (ICML) , Jun. 2014

2014

Earlier work this paper cites.

T. Yoshioka, N. Ito, M. Delcroix, A. Ogawa, K. Kinoshita, M. Fujimoto, C. Yu, W. J. Fabian, M. Espi, T. Higuchi et al. , “The NTT CHiME-3 system: Advances in speech enhancement and recognition for mobile multi-microphone devices,” in Proc. IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) , Dec. 2015

2015

Earlier work this paper cites.

J. R. Hershey, Z. Chen, J. Le Roux, and S. Watanabe, “Deep clustering: Discriminative embeddings for segmentation and separation,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Mar. 2016

2016

Earlier work this paper cites.

Y. Isik, J. Le Roux, Z. Chen, S. Watanabe, and J. R. Hershey, “Single-channel multi-speaker separation using deep clustering,” in Proc. ISCA Interspeech , Sep. 2016

2016

Earlier work this paper cites.

W. Chan, N. Jaitly, Q. Le, and O. Vinyals, “Listen, attend and spell: A neural network for large vocabulary conversational speech recognition,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Mar. 2016

2016

Earlier work this paper cites.

J. Heymann, L. Drude, and R. Haeb-Umbach, “Neural network based spectral mask estimation for acoustic beamforming,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Mar. 2016

2016

Earlier work this paper cites.

H. Erdogan, J. R. Hershey, S. Watanabe, M. I. Mandel, and J. Le Roux, “Improved MVDR beamforming using single-channel mask prediction networks,” in Proc. ISCA Interspeech , Sep. 2016

2016

Earlier work this paper cites.

T. Menne, J. Heymann, A. Alexandridis, K. Irie, A. Zeyer, M. Kitza, P. Golik, I. Kulikov, L. Drude, R. Schlüter et al. , “The RWTH/UPB/FORTH system combination for the 4th CHiME challenge evaluation,” in Proc. CHiME workshop , Sep. 2016

2016

Earlier work this paper cites.

D. Amodei et al. , “Deep Speech 2: End-to-end speech recognition in English and Mandarin,” in Proc. International Conference on Machine Learning (ICML) , Jun. 2016

2016

Earlier work this paper cites.

D. Yu, M. Kolbæk, Z.-H. Tan, and J. Jensen, “Permutation invariant training of deep models for speaker-independent multi-talker speech separation,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Mar. 2017

2017

Cited alongside, same era.

M. Kolbæk, D. Yu, Z.-H. Tan, and J. Jensen, “Multitalker speech separation with utterance-level permutation invariant training of deep recurrent neural networks,” IEEE/ACM Transactions on Audio, Speech and Language Processing , vol. 25, no. 10, 2017

2017

Cited alongside, same era.

D. Yu, X. Chang, and Y. Qian, “Recognizing multi-talker speech with permutation invariant training,” in Proc. ISCA Interspeech , Aug. 2017

2017

Cited alongside, same era.

S. Kim, T. Hori, and S. Watanabe, “Joint CTC-attention based end-to-end speech recognition using multi-task learning,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Mar. 2017

2017

Cited alongside, same era.

T. Yoshioka, H. Erdogan, Z. Chen, X. Xiao, and F. Alleva, “Recognizing overlapped speech in meetings: A multichannel separation approach using neural networks,” in Proc. ISCA Interspeech , Sep. 2018

2018

Later among the works it cites.

Z.-Q. Wang, J. Le Roux, and J. R. Hershey, “Multi-channel deep clustering: Discriminative spectral and spatial embeddings for speaker-independent speech separation,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Apr. 2018

2018

Later among the works it cites.

S. Braun, D. Neil, J. Anumula, E. Ceolini, and S.-C. Liu, “Multi-channel attention for end-to-end speech recognition.” in Proc. ISCA Interspeech , Sep. 2018

2018

Later among the works it cites.

S. Watanabe, T. Hori, S. Karita, T. Hayashi, J. Nishitoba, Y. Unno, N. E. Y. Soplin, J. Heymann, M. Wiesner, N. Chen et al. , “ESPnet: End-to-end speech processing toolkit,” arXiv preprint arXiv:1804.00015 , 2018

Original

2018

Later among the works it cites.