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source separation

132 papers

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SS

Co-occurring keywords

speech separation (166) neural network (6616) speech enhancement (581) speaker separation (59) independent component analysis (116) unsupervised learning (3255) speech recognition (1223) deep neural network (1801) permutation invariant training (27) audio source separation (42)

Papers

Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NIPS 2020
Modeling Shared responses in Neuroimaging Studies through MultiView ICA NIPS 2020
Listen to What You Want: Neural Network-Based Universal Sound Selector INTERSPEECH 2020
Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization INTERSPEECH 2020
The Cone of Silence: Speech Separation by Localization NIPS 2020
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech INTERSPEECH 2019
WHAM!: Extending Speech Separation to Noisy Environments INTERSPEECH 2019
Neural Separation of Observed and Unobserved Distributions ICML 2019
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation INTERSPEECH 2019
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks IJCAI 2019
2.5D Visual Sound CVPR 2019
The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA UAI 2019
CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization INTERSPEECH 2019
Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures INTERSPEECH 2018
Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network INTERSPEECH 2018
Speaker Activity Detection and Minimum Variance Beamforming for Source Separation INTERSPEECH 2018
Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments NIPS 2018
Illuminant Spectra-Based Source Separation Using Flash Photography CVPR 2018
A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation INTERSPEECH 2018
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction INTERSPEECH 2018
Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018