Deep learning for minimum mean-square error approaches to speech enhancement Aug 1, 2019 Deep Learning Speech Enhancement
— Unverified My lips are concealed: Audio-visual speech enhancement through obstructions Jul 11, 2019 Speech Enhancement
— Unverified Convolutional Neural Network-based Speech Enhancement for Cochlear Implant Recipients Jul 3, 2019 Speech Enhancement
— Unverified A Monaural Speech Enhancement Method for Robust Small-Footprint Keyword Spotting Jun 20, 2019 Keyword Spotting Small-Footprint Keyword Spotting
— Unverified The Second DIHARD Diarization Challenge: Dataset, task, and baselines Jun 18, 2019 Action Detection Activity Detection
Code Code Available rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method Jun 9, 2019 Action Detection Activity Detection
Code Code Available Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques May 31, 2019 Denoising Quantization
— Unverified Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR May 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Deep-Learning-Based Audio-Visual Speech Enhancement in Presence of Lombard Effect May 29, 2019 Speech Enhancement
— Unverified A Perceptual Weighting Filter Loss for DNN Training in Speech Enhancement May 23, 2019 Speech Enhancement
Code Code Available DNN-Based Speech Presence Probability Estimation for Multi-Frame Single-Microphone Speech Enhancement May 21, 2019 Speech Enhancement
— Unverified Universal Sound Separation May 8, 2019 Speech Enhancement Speech Separation
— Unverified Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality May 6, 2019 Speech Enhancement
Code Code Available A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders May 3, 2019 Speech Enhancement Variational Inference
— Unverified DEEP COMPLEX-VALUED NEURAL BEAMFORMERS May 1, 2019 Speech Enhancement
Code Code Available Perceptually-motivated Environment-specific Speech Enhancement May 1, 2019 Speech Enhancement
— Unverified Incorporating Symbolic Sequential Modeling for Speech Enhancement Apr 30, 2019 Language Modeling Language Modelling
— Unverified Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition Apr 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition Apr 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Investigation of End-to-End Multichannel Speech Recognition for Reverberant and Mismatch Conditions Apr 19, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Analysis of Speech Enhancement and Recognition Losses in Limited Resources Multi-talker Single Channel Audio-Visual ASR Apr 16, 2019 Speech Enhancement
— Unverified RHR-Net: A Residual Hourglass Recurrent Neural Network for Speech Enhancement Apr 15, 2019 Speech Enhancement
Code Code Available VoiceID Loss: Speech Enhancement for Speaker Verification Apr 7, 2019 Speaker Verification Speech Enhancement
— Unverified Taco-VC: A Single Speaker Tacotron based Voice Conversion with Limited Data Apr 6, 2019 Phoneme Recognition Speech Enhancement
— Unverified Towards Generalized Speech Enhancement with Generative Adversarial Networks Apr 6, 2019 Generative Adversarial Network Speech Enhancement
— Unverified Speech denoising by parametric resynthesis Apr 2, 2019 Denoising Resynthesis
— Unverified Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition Mar 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling Mar 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An improved uncertainty propagation method for robust i-vector based speaker recognition Feb 15, 2019 Speaker Recognition Speaker Verification
— Unverified Speech enhancement with variational autoencoders and alpha-stable distributions Feb 8, 2019 Speech Enhancement
— Unverified A variance modeling framework based on variational autoencoders for speech enhancement Feb 5, 2019 Speech Enhancement
Code Code Available An Ensemble SVM-based Approach for Voice Activity Detection Feb 5, 2019 Action Detection Activity Detection
— Unverified End-to-End Multi-Task Denoising for joint SDR and PESQ Optimization Jan 26, 2019 Denoising Speech Enhancement
Code Code Available Deep Speech Enhancement for Reverberated and Noisy Signals using Wide Residual Networks Jan 3, 2019 Speech Enhancement speech-recognition
— Unverified End-to-End Model for Speech Enhancement by Consistent Spectrogram Masking Jan 2, 2019 Speech Enhancement
— Unverified Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement Dec 25, 2018 Speech Enhancement Speech Separation
— Unverified Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR Nov 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved Speech Enhancement with the Wave-U-Net Nov 27, 2018 Audio Source Separation Speech Enhancement
Code Code Available Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition Nov 19, 2018 Data Augmentation Denoising
— Unverified Using recurrences in time and frequency within U-net architecture for speech enhancement Nov 16, 2018 Speech Enhancement
— Unverified Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization Nov 16, 2018 Speech Enhancement
— Unverified Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems Nov 15, 2018 Deep Learning Speech Enhancement
— Unverified On Training Targets and Objective Functions for Deep-Learning-Based Audio-Visual Speech Enhancement Nov 15, 2018 Deep Learning Speech Enhancement
— Unverified Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition Nov 10, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform Nov 8, 2018 Speech Enhancement
Code Code Available Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement Nov 6, 2018 regression Speech Enhancement
— Unverified Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition Nov 6, 2018 Generative Adversarial Network Speech Enhancement
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 Trainable Adaptive Window Switching for Speech Enhancement Nov 5, 2018 Speech Enhancement
— Unverified ConvS2S-VC: Fully convolutional sequence-to-sequence voice conversion Nov 5, 2018 Speech Enhancement Voice Conversion
— Unverified 