VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking Oct 11, 2018 Speaker Recognition Speaker Separation
Code Code Available Phasebook and Friends: Leveraging Discrete Representations for Source Separation Oct 2, 2018 Speaker Separation Speech Enhancement
— Unverified On Four Metaheuristic Applications to Speech Enhancement---Implementing Optimization Algorithms with MATLAB R2018a Oct 1, 2018 Speech Enhancement
— Unverified Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Sep 20, 2018 Multi-task Audio Source Seperation Music Source Separation
Code Code Available New insights on the optimality of parameterized wiener filters for speech enhancement applications Sep 19, 2018 Speech Enhancement
— Unverified Cycle-Consistent Speech Enhancement Sep 6, 2018 Multi-Task Learning Speech Enhancement
— Unverified Adversarial Feature-Mapping for Speech Enhancement Sep 6, 2018 Speech Enhancement
— Unverified Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Aug 31, 2018 Speech Enhancement Speech Recognition
Code Code Available Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments Aug 28, 2018 Lip Reading Speech Enhancement
— Unverified A study on speech enhancement using exponent-only floating point quantized neural network (EOFP-QNN) Aug 17, 2018 Quantization regression
— Unverified Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM Aug 16, 2018 Speech Enhancement
— Unverified Lip-Reading Driven Deep Learning Approach for Speech Enhancement Jul 31, 2018 Acoustic Modelling Deep Learning
— Unverified A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement Jul 20, 2018 Speech Enhancement
— Unverified Relative Transfer Function Estimation Exploiting Spatially Separated Microphones in a Diffuse Noise Field Jul 12, 2018 Speech Enhancement
— Unverified Speech Denoising Convolutional Neural Network trained with Deep Feature Losses. Jun 27, 2018 Audio Tagging Denoising
Code Code Available A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition Jun 13, 2018 Data Augmentation Distant Speech Recognition
— Unverified Convolutional-Recurrent Neural Networks for Speech Enhancement May 2, 2018 Speech Enhancement
— Unverified Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training May 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Recent Progresses in Deep Learning based Acoustic Models (Updated) Apr 25, 2018 Deep Learning General Classification
— Unverified The Conversation: Deep Audio-Visual Speech Enhancement Apr 11, 2018 Speech Enhancement
— Unverified The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Mar 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Mar 27, 2018 Speech Enhancement speech-recognition
— Unverified Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline Mar 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition Mar 27, 2018 Robust Speech Recognition Speech Dereverberation
Code Code Available Spectral feature mapping with mimic loss for robust speech recognition Mar 26, 2018 Robust Speech Recognition Speech Enhancement
— Unverified Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data Mar 2, 2018 Generative Adversarial Network Speech Enhancement
— Unverified Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation Feb 19, 2018 Noise Estimation Speech Enhancement
— Unverified Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy Feb 16, 2018 Decoder Language Modeling
— Unverified Enhancement of Noisy Speech Exploiting an Exponential Model Based Threshold and a Custom Thresholding Function in Perceptual Wavelet Packet Domain Feb 15, 2018 Speech Enhancement
— Unverified Deep Learning Based Speech Beamforming Feb 15, 2018 Deep Learning Speech Enhancement
— Unverified Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction Feb 13, 2018 Noise Estimation Speech Enhancement
— Unverified Language and Noise Transfer in Speech Enhancement Generative Adversarial Network Dec 18, 2017 Generative Adversarial Network Speech Enhancement
Code Code Available Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification Dec 2, 2017 Audio Classification Audio Denoising
— Unverified Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality Nov 29, 2017 reinforcement-learning Reinforcement Learning
— Unverified Visual Speech Enhancement Nov 23, 2017 Lipreading Speech Enhancement
— Unverified Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Nov 15, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 多樣訊雜比之訓練語料於降噪自動編碼器其語音強化功能之初步研究 (A Preliminary Study of Various SNR-level Training Data in the Denoising Auto-encoder (DAE) Technique for Speech Enhancement) [In Chinese] Nov 1, 2017 Denoising Speech Enhancement
— Unverified 以軟體為基礎建構語音增強系統使用者介面 (Development of a software-based User-Interface of Speech Enhancement System) [In Chinese] Nov 1, 2017 Speech Enhancement
— Unverified Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization Oct 31, 2017 Speech Enhancement
— Unverified Contaminated speech training methods for robust DNN-HMM distant speech recognition Oct 10, 2017 Distant Speech Recognition Speech Enhancement
Code Code Available Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement Sep 16, 2017 Speech Enhancement
— Unverified Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization Sep 15, 2017 Denoising Speech Denoising
Code Code Available End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Sep 12, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Sep 6, 2017 Speaker Verification Speech Enhancement
— Unverified Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks Sep 1, 2017 Decoder Multi-Task Learning
— Unverified Supervised Speech Separation Based on Deep Learning: An Overview Aug 24, 2017 Deep Learning Speaker Separation
— Unverified Perceptual audio loss function for deep learning Aug 20, 2017 Deep Learning Speech Enhancement
— Unverified Proximal Policy Optimization Algorithms Jul 20, 2017 Continuous Control Dota 2
Code Code Available Face Recognition with Machine Learning in OpenCV_ Fusion of the results with the Localization Data of an Acoustic Camera for Speaker Identification Jul 4, 2017 Face Model Face Recognition
— Unverified Hidden-Markov-Model Based Speech Enhancement Jul 4, 2017 model Speech Enhancement
— Unverified 