Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information Nov 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating the Intelligibility Benefits of Neural Speech Enrichment for Listeners with Normal Hearing and Hearing Impairment using the Greek Harvard Corpus Nov 12, 2020 Speech Enhancement
— Unverified Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning Nov 11, 2020 Speech Enhancement
— Unverified Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition Nov 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments Nov 9, 2020 Optical Flow Estimation Speech Enhancement
— Unverified Frequency Gating: Improved Convolutional Neural Networks for Speech Enhancement in the Time-Frequency Domain Nov 8, 2020 Speech Enhancement
— Unverified ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Nov 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Self-Supervised Learning from Contrastive Mixtures for Personalized Speech Enhancement Nov 6, 2020 Contrastive Learning Few-Shot Learning
Code Code Available Can We Trust Deep Speech Prior? Nov 4, 2020 Speech Enhancement
— Unverified A Study of Incorporating Articulatory Movement Information in Speech Enhancement Nov 3, 2020 Speech Enhancement
— Unverified DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays Nov 3, 2020 Diversity Noise Estimation
Code Code Available UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Oct 29, 2020 Speech Enhancement
— Unverified FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement Oct 29, 2020 Speech Enhancement
Code Code Available Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training Oct 29, 2020 Speaker Separation Speech Enhancement
Code Code Available Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement Oct 28, 2020 Speech Enhancement
Code Code Available Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Oct 27, 2020 Speech Enhancement
— Unverified A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement Oct 25, 2020 regression Speech Enhancement
— Unverified Multi-Channel Speaker Verification for Single and Multi-talker Speech Oct 23, 2020 Action Detection Activity Detection
— Unverified Speech enhancement aided end-to-end multi-task learning for voice activity detection Oct 23, 2020 Action Detection Activity Detection
— Unverified The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge Oct 22, 2020 Action Detection Activity Detection
— Unverified Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks Oct 21, 2020 parameter estimation Room Impulse Response (RIR)
— Unverified BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks Oct 21, 2020 Speech Dereverberation Speech Enhancement
— Unverified Investigating Cross-Domain Losses for Speech Enhancement Oct 20, 2020 Deep Learning Speech Enhancement
— Unverified Self-Attention Generative Adversarial Network for Speech Enhancement Oct 18, 2020 Generative Adversarial Network Speech Enhancement
Code Code Available Non-intrusive speech intelligibility prediction using automatic speech recognition derived measures Oct 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Model Compression Method with Matrix Product Operators for Speech Enhancement Oct 10, 2020 Model Compression Speech Enhancement
— Unverified A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments Oct 6, 2020 Action Detection Activity Detection
— Unverified Tdcgan: Temporal Dilated Convolutional Generative Adversarial Network for End-to-end Speech Enhancement Sep 30, 2020 Generative Adversarial Network Speech Enhancement
— Unverified A consolidated view of loss functions for supervised deep learning-based speech enhancement Sep 25, 2020 Speech Enhancement
— Unverified Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement Sep 21, 2020 Speech Enhancement
— Unverified SEANet: A Multi-modal Speech Enhancement Network Sep 4, 2020 Speech Enhancement
Code Code Available Dense CNN with Self-Attention for Time-Domain Speech Enhancement Sep 3, 2020 Decoder Speech Enhancement
— Unverified Multi-view Attention-based Speech Enhancement Model for Noise-robust Automatic Speech Recognition Sep 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved Lite Audio-Visual Speech Enhancement Aug 30, 2020 Speech Enhancement
Code Code Available A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech Aug 27, 2020 CPU Speech Enhancement
Code Code Available CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application Aug 21, 2020 Acoustic Scene Classification Data Augmentation
Code Code Available An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation Aug 21, 2020 Deep Learning Speech Enhancement
Code Code Available Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech Aug 20, 2020 Noise Estimation Speech Enhancement
— Unverified Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Aug 20, 2020 Speech Enhancement
— Unverified Efficient Low-Latency Speech Enhancement with Mobile Audio Streaming Networks Aug 17, 2020 Speech Enhancement
— Unverified StoRIR: Stochastic Room Impulse Response Generation for Audio Data Augmentation Aug 17, 2020 Data Augmentation Response Generation
Code Code Available Incorporating Broad Phonetic Information for Speech Enhancement Aug 13, 2020 Denoising Speech Enhancement
— Unverified On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression Aug 12, 2020 regression Speech Enhancement
— Unverified PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Aug 11, 2020 Speech Enhancement
— Unverified Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression Aug 4, 2020 Learning Theory regression
— Unverified Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones Jul 31, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Phase Distortion on Perceived Speech Quality for Hearing-impaired Listeners Jul 29, 2020 Speech Enhancement
— Unverified Neural Kalman Filtering for Speech Enhancement Jul 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Jul 27, 2020 Generative Adversarial Network Speech Enhancement
— Unverified Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement Jul 25, 2020 regression Speech Enhancement
Code Code Available 