Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Feb 22, 2023 Multi-Task Learning Speech Enhancement
Code Code Available 5 Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models Nov 4, 2019 GPU Music Source Separation
Code Code Available 5 Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization Sep 15, 2017 Denoising Speech Denoising
Code Code Available 5 Adversarial Privacy Protection on Speech Enhancement Jun 16, 2022 Speech Enhancement
Code Code Available 5 Deep Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement Nov 20, 2020 Speech Enhancement
Code Code Available 5 Speech Enhancement with Zero-Shot Model Selection Dec 17, 2020 Ensemble Learning model
Code Code Available 5 Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing Oct 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Speech Enhancement for Virtual Meetings on Cellular Networks Feb 2, 2023 Deep Learning Speech Enhancement
Code Code Available 5 Speech Enhancement and Dereverberation with Diffusion-based Generative Models Aug 11, 2022 Speech Dereverberation Speech Enhancement
Code Code Available 5 Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders Jan 6, 2020 Decoder Denoising
Code Code Available 5 Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention Jan 21, 2025 Speech Enhancement
Code Code Available 5 The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions Jul 27, 2023 Speech Enhancement
Code Code Available 5 Speech Denoising Convolutional Neural Network trained with Deep Feature Losses. Jun 27, 2018 Audio Tagging Denoising
Code Code Available 5 DEEP COMPLEX-VALUED NEURAL BEAMFORMERS May 1, 2019 Speech Enhancement
Code Code Available 5 Single Channel Speech Enhancement Using U-Net Spiking Neural Networks Jul 26, 2023 Speech Enhancement
Code Code Available 5 Sparse Mixture of Local Experts for Efficient Speech Enhancement May 16, 2020 Speech Denoising Speech Enhancement
Code Code Available 5 Self-Supervised Learning for Speech Enhancement through Synthesis Nov 4, 2022 Denoising Self-Supervised Learning
Code Code Available 5 A Perceptual Weighting Filter Loss for DNN Training in Speech Enhancement May 23, 2019 Speech Enhancement
Code Code Available 5 Self-Supervised Learning from Contrastive Mixtures for Personalized Speech Enhancement Nov 6, 2020 Contrastive Learning Few-Shot Learning
Code Code Available 5 Speech-enhanced and Noise-aware Networks for Robust Speech Recognition Mar 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework Jan 23, 2020 Speech Enhancement
Code Code Available 5 Room Impulse Response Estimation through Optimal Mass Transport Barycenters Mar 18, 2025 Speech Enhancement
Code Code Available 5 ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning Dec 11, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 RHR-Net: A Residual Hourglass Recurrent Neural Network for Speech Enhancement Apr 15, 2019 Speech Enhancement
Code Code Available 5 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 5 rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method Jun 9, 2019 Action Detection Activity Detection
Code Code Available 5 Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation Apr 13, 2022 Speech Dereverberation Speech Enhancement
Code Code Available 5 Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration Nov 4, 2022 Bandwidth Extension Speech Denoising
Code Code Available 5 A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech Oct 27, 2022 Speech Enhancement
Code Code Available 5 PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction Oct 3, 2021 Speaker Identification Speaker Verification
Code Code Available 5 Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Jun 1, 2020 Denoising Speech Denoising
Code Code Available 5 Exploring Self-Attention Mechanisms for Speech Separation Feb 6, 2022 Denoising Speech Enhancement
Code Code Available 5 Contaminated speech training methods for robust DNN-HMM distant speech recognition Oct 10, 2017 Distant Speech Recognition Speech Enhancement
Code Code Available 5 MMTM: Multimodal Transfer Module for CNN Fusion Nov 20, 2019 Action Recognition Action Recognition In Videos
Code Code Available 5 Complex Recurrent Variational Autoencoder with Application to Speech Enhancement Apr 5, 2022 Speech Enhancement
Code Code Available 5 Masks Fusion with Multi-Target Learning For Speech Enhancement Sep 23, 2021 Speech Enhancement
Code Code Available 5 Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Feb 2, 2024 Domain Adaptation Speech Enhancement
Code Code Available 5 The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results May 16, 2020 Speech Enhancement
Code Code Available 5 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 5 Lessons Learned from the URGENT 2024 Speech Enhancement Challenge Jun 2, 2025 Speech Enhancement
Code Code Available 5 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 5 Deep learning for minimum mean-square error approaches to speech enhancement Aug 1, 2019 Deep Learning Speech Enhancement
Code Code Available 5 Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions Jan 22, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Investigating Training Objectives for Generative Speech Enhancement Sep 16, 2024 Speech Enhancement
Code Code Available 5 Language and Noise Transfer in Speech Enhancement Generative Adversarial Network Dec 18, 2017 Generative Adversarial Network Speech Enhancement
Code Code Available 5 Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition Mar 27, 2018 Robust Speech Recognition Speech Dereverberation
Code Code Available 5 Investigating the effect of residual and highway connections in speech enhancement models Oct 22, 2018 Denoising Speech Denoising
Code Code Available 5 Magnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting Mar 27, 2025 Self-Supervised Learning Speech Enhancement
Code Code Available 5 Improved Speech Enhancement with the Wave-U-Net Nov 27, 2018 Audio Source Separation Speech Enhancement
Code Code Available 5 Improving Design of Input Condition Invariant Speech Enhancement Jan 25, 2024 Speech Enhancement
Code Code Available 5 