Nonlinear Spatial Filtering in Multichannel Speech Enhancement Apr 22, 2021 Speech Enhancement
— Unverified Comparison of remote experiments using crowdsourcing and laboratory experiments on speech intelligibility Apr 17, 2021 Speech Enhancement
— Unverified Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement Apr 12, 2021 Decoder Speech Enhancement
— Unverified The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020 Apr 9, 2021 Data Augmentation Speech Enhancement
— Unverified Phoneme-based Distribution Regularization for Speech Enhancement Apr 8, 2021 Speech Enhancement
— Unverified Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement Apr 5, 2021 Decoder Speech Enhancement
— Unverified Efficient Personalized Speech Enhancement through Self-Supervised Learning Apr 5, 2021 Few-Shot Learning Model Compression
— Unverified Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification Apr 5, 2021 Data Augmentation Denoising
— Unverified Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition Apr 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Noise Suppression With Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data Mar 31, 2021 Denoising Speech Enhancement
— Unverified Time-domain Speech Enhancement with Generative Adversarial Learning Mar 30, 2021 Generative Adversarial Network Speech Enhancement
Code Code Available TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Mar 18, 2021 Decoder Denoising
— Unverified Towards Robust Speaker Verification with Target Speaker Enhancement Mar 16, 2021 Speaker Verification Speech Enhancement
— Unverified Transformers with Competitive Ensembles of Independent Mechanisms Feb 27, 2021 Speech Enhancement
— Unverified Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Feb 24, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Robust Maximum Likelihood Distortionless Response Beamformer based on a Complex Generalized Gaussian Distribution Feb 19, 2021 Speech Enhancement
— Unverified Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Feb 17, 2021 Speech Enhancement
— Unverified Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier Feb 12, 2021 Speech Enhancement
— Unverified Speech enhancement with mixture-of-deep-experts with clean clustering pre-training Feb 11, 2021 Clustering Speech Enhancement
— Unverified Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform Feb 9, 2021 Speech Enhancement
— Unverified Switching Variational Auto-Encoders for Noise-Agnostic Audio-visual Speech Enhancement Feb 8, 2021 Speech Enhancement
— Unverified VSEGAN: Visual Speech Enhancement Generative Adversarial Network Feb 4, 2021 Generative Adversarial Network Speech Enhancement
— Unverified High Fidelity Speech Regeneration with Application to Speech Enhancement Jan 31, 2021 Denoising Speaker Separation
— Unverified Acoustic Structure Inverse Design and Optimization Using Deep Learning Jan 29, 2021 Deep Learning Speech Enhancement
— Unverified Speech Enhancement for Wake-Up-Word detection in Voice Assistants Jan 29, 2021 Data Augmentation Denoising
— Unverified Towards efficient models for real-time deep noise suppression Jan 22, 2021 Speech Enhancement
— Unverified Noisy-target Training: A Training Strategy for DNN-based Speech Enhancement without Clean Speech Jan 21, 2021 Speech Enhancement speech-recognition
— Unverified Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement Jan 15, 2021 Speech Enhancement
— Unverified AMFFCN: Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement Jan 15, 2021 Decoder Speech Enhancement
— Unverified Neural Network-based Virtual Microphone Estimator Jan 12, 2021 Speech Enhancement
— Unverified Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario Jan 7, 2021 Multi-Task Learning Speaker Identification
Code Code Available DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement Dec 19, 2020 Generative Adversarial Network Speech Enhancement
— Unverified Speech Enhancement with Zero-Shot Model Selection Dec 17, 2020 Ensemble Learning model
Code Code Available Interactive Speech and Noise Modeling for Speech Enhancement Dec 17, 2020 Diversity Speaker Separation
— Unverified Towards speech enhancement using a variational U-Net architecture Dec 7, 2020 Denoising Spectral Reconstruction
— Unverified Speaker Recognition Based on Deep Learning: An Overview Dec 2, 2020 Deep Learning Domain Adaptation
— Unverified Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement Dec 2, 2020 Clustering Speech Enhancement
— Unverified Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks Dec 2, 2020 Clustering Speech Enhancement
— Unverified Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation Dec 1, 2020 channel selection Deep Learning
— Unverified Deep Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement Nov 20, 2020 Speech Enhancement
Code Code Available Ultra-Lightweight Speech Separation via Group Communication Nov 18, 2020 Quantization Speech Enhancement
— Unverified Multi-task single channel speech enhancement using speech presence probability as a secondary task training target Nov 15, 2020 Multi-Task Learning Speech Enhancement
— Unverified 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 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 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 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 