Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Nov 18, 2019 Speaker Separation Speech Enhancement
— Unverified Onssen: an open-source speech separation and enhancement library Nov 3, 2019 Deep Clustering speech-recognition
Code Code Available Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation Oct 29, 2019 Speech Separation
— Unverified Interrupted and cascaded permutation invariant training for speech separation Oct 28, 2019 Speech Separation
Code Code Available Mixup-breakdown: a consistency training method for improving generalization of speech separation models Oct 28, 2019 Speech Separation
— Unverified A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet Oct 25, 2019 Low-latency processing Speech Separation
Code Code Available Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition Oct 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks Oct 24, 2019 Clustering Deep Clustering
— Unverified Filterbank design for end-to-end speech separation Oct 23, 2019 Speaker Recognition Speech Separation
Code Code Available Two-Step Sound Source Separation: Training on Learned Latent Targets Oct 22, 2019 Speech Separation Vocal Bursts Valence Prediction
Code Code Available Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model Oct 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition Oct 15, 2019 speech-recognition Speech Recognition
— Unverified Probabilistic Permutation Invariant Training for Speech Separation Aug 4, 2019 Speech Separation
— Unverified Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features Jul 23, 2019 Clustering Deep Clustering
— Unverified WHAM!: Extending Speech Separation to Noisy Environments Jul 2, 2019 Speech Separation
Code Code Available Single-Channel Speech Separation with Auxiliary Speaker Embeddings Jun 24, 2019 Speech Separation
— Unverified A comprehensive study of speech separation: spectrogram vs waveform separation May 17, 2019 speech-recognition Speech Recognition
— Unverified End-to-End Multi-Channel Speech Separation May 15, 2019 Speech Separation
— Unverified Universal Sound Separation May 8, 2019 Speech Enhancement Speech Separation
— Unverified Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Apr 25, 2019 Clustering Speaker Separation
Code Code Available Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering Apr 16, 2019 Clustering Speech Separation
Code Code Available Low-Latency Speaker-Independent Continuous Speech Separation Apr 13, 2019 speech-recognition Speech Recognition
— Unverified Orthonormal Embedding-based Deep Clustering for Single-channel Speech Separation Jan 15, 2019 Clustering Deep Clustering
— Unverified Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement Dec 25, 2018 Speech Enhancement Speech Separation
— Unverified Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures Dec 14, 2018 Music Source Separation Speech Separation
Code Code Available Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments Nov 6, 2018 Speech Enhancement Speech Separation
Code Code Available Building Corpora for Single-Channel Speech Separation Across Multiple Domains Nov 6, 2018 Speech Separation
— Unverified Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information Nov 5, 2018 Clustering Deep Clustering
Code Code Available End-to-End Monaural Multi-speaker ASR System without Pretraining Nov 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks Oct 8, 2018 speech-recognition Speech Recognition
— Unverified End-to-end Networks for Supervised Single-channel Speech Separation Oct 5, 2018 Speech Separation
— Unverified Real-time Single-channel Dereverberation and Separation with Time-domainAudio Separation Network Sep 2, 2018 Denoising Speech Dereverberation
Code Code Available DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation Jul 31, 2018 Speech Separation
— Unverified Sound Signal Processing with Seq2Tree Network May 1, 2018 Speech Separation
— Unverified End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Apr 26, 2018 Speech Separation
— Unverified Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation Apr 10, 2018 Speech Separation
Code Code Available Alternative Objective Functions for Deep Clustering Apr 1, 2018 Clustering Deep Clustering
Code Code Available The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Mar 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TasNet: time-domain audio separation network for real-time, single-channel speech separation Nov 1, 2017 Decoder Speech Separation
Code Code Available Singing Voice Separation with Deep U-Net Convolutional Networks Oct 27, 2017 Speech Separation Translation
Code Code Available Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding Sep 21, 2017 Speech Separation
Code Code Available Using Optimal Ratio Mask as Training Target for Supervised Speech Separation Sep 4, 2017 Speech Separation
— Unverified Supervised Speech Separation Based on Deep Learning: An Overview Aug 24, 2017 Deep Learning Speaker Separation
— Unverified Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition Jul 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speaker-independent Speech Separation with Deep Attractor Network Jul 12, 2017 Deep Learning Speech Separation
— Unverified Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Mar 18, 2017 Clustering Deep Clustering
Code Code Available Deep attractor network for single-microphone speaker separation Nov 27, 2016 Speaker Separation Speech Separation
Code Code Available Deep Clustering and Conventional Networks for Music Separation: Stronger Together Nov 18, 2016 Clustering Deep Clustering
— Unverified Monaural Multi-Talker Speech Recognition using Factorial Speech Processing Models Oct 5, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 