Mentoring-Reverse Mentoring for Unsupervised Multi-Channel Speech Source Separation
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Tetsuji Ogawa | Tetsunori Kobayashi | Masahito Togami | Yu Nakagome | Tetsunori Kobayashi | Tetsuji Ogawa | M. Togami | Yumi Nakagome
[1] Reinhold Haeb-Umbach,et al. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation , 2019, IEEE Journal of Selected Topics in Signal Processing.
[2] Reinhold Häb-Umbach,et al. Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[3] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[4] Zhuo Chen,et al. Deep clustering: Discriminative embeddings for segmentation and separation , 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[5] Geoffrey E. Hinton,et al. Distilling the Knowledge in a Neural Network , 2015, ArXiv.
[6] Nobutaka Ito,et al. The Diverse Environments Multi-channel Acoustic Noise Database (DEMAND): A database of multichannel environmental noise recordings , 2013 .
[7] Emmanuel Vincent,et al. Deep Neural Network Based Multichannel Audio Source Separation , 2018 .
[8] Kazuyoshi Yoshii,et al. Deep Bayesian Unsupervised Source Separation Based On A Complex Gaussian Mixture Model , 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP).
[9] Rémi Gribonval,et al. Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model , 2009, IEEE Transactions on Audio, Speech, and Language Processing.
[10] Peter Vary,et al. Multichannel audio database in various acoustic environments , 2014, 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC).
[11] Tomohiro Nakatani,et al. Complex angular central Gaussian mixture model for directional statistics in mask-based microphone array signal processing , 2016, 2016 24th European Signal Processing Conference (EUSIPCO).
[12] Hakan Erdogan,et al. Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition , 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[13] Zachary Chase Lipton,et al. Born Again Neural Networks , 2018, ICML.
[14] Aaas News,et al. Book Reviews , 1893, Buffalo Medical and Surgical Journal.
[15] Hirokazu Kameoka,et al. Determined Blind Source Separation Unifying Independent Vector Analysis and Nonnegative Matrix Factorization , 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.
[16] Emmanuel Vincent,et al. Multichannel Audio Source Separation With Deep Neural Networks , 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.
[17] Masahito Togami,et al. Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function , 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[18] W. Marsden. I and J , 2012 .
[19] Quoc V. Le,et al. Self-Training With Noisy Student Improves ImageNet Classification , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[20] Tetsuji Ogawa,et al. Deep Speech Extraction with Time-Varying Spatial Filtering Guided By Desired Direction Attractor , 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[21] Efthymios Tzinis,et al. Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures Using Spatial Information , 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[22] Jonathan Le Roux,et al. Bootstrapping Single-channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures , 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[23] H. Kameoka,et al. Determined Blind Source Separation with Independent Low-Rank Matrix Analysis , 2018 .
[24] Rich Caruana,et al. Model compression , 2006, KDD '06.
[25] Rémi Gribonval,et al. An acoustically-motivated spatial prior for under-determined reverberant source separation , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[26] Rémi Gribonval,et al. Performance measurement in blind audio source separation , 2006, IEEE Transactions on Audio, Speech, and Language Processing.
[27] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[28] Te-Won Lee,et al. Independent Vector Analysis: An Extension of ICA to Multivariate Components , 2006, ICA.
[29] Jont B. Allen,et al. Image method for efficiently simulating small‐room acoustics , 1976 .
[30] Neil Genzlinger. A. and Q , 2006 .
[31] Atsuo Hiroe,et al. Solution of Permutation Problem in Frequency Domain ICA, Using Multivariate Probability Density Functions , 2006, ICA.
[32] Jesper Jensen,et al. Permutation invariant training of deep models for speaker-independent multi-talker speech separation , 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[33] Scott Rickard,et al. Blind separation of speech mixtures via time-frequency masking , 2004, IEEE Transactions on Signal Processing.
[34] Pierre Comon,et al. Independent component analysis, A new concept? , 1994, Signal Process..