| Acoustic modeling for Overlapping Speech Recognition: JHU Chime-5 Challenge System | May 17, 2024 | Data AugmentationSpeech Dereverberation | CodeCode Available | 4 | 5 |
| Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement | Aug 17, 2023 | Bandwidth ExtensionDecoder | CodeCode Available | 2 | 5 |
| StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation | Dec 22, 2022 | Speech DereverberationSpeech Enhancement | CodeCode Available | 2 | 5 |
| AV-RIR: Audio-Visual Room Impulse Response Estimation | Nov 30, 2023 | Multi-Task LearningRoom Impulse Response (RIR) | CodeCode Available | 1 | 5 |
| Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings | Jul 29, 2021 | parameter estimationSpeech Dereverberation | CodeCode Available | 1 | 5 |
| RVAE-EM: Generative speech dereverberation based on recurrent variational auto-encoder and convolutive transfer function | Sep 15, 2023 | Speech Dereverberation | CodeCode Available | 1 | 5 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 | 5 |
| Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation | Oct 27, 2022 | Speech DereverberationSpeech Separation | CodeCode Available | 1 | 5 |
| DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement | Dec 15, 2022 | DenoisingSpeech Dereverberation | CodeCode Available | 1 | 5 |
| HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks | Jun 10, 2020 | DenoisingSpeech Dereverberation | CodeCode Available | 1 | 5 |
| Late reverberation suppression using U-nets | Oct 5, 2021 | DecoderSpeech Dereverberation | CodeCode Available | 1 | 5 |
| VINP: Variational Bayesian Inference with Neural Speech Prior for Joint ASR-Effective Speech Dereverberation and Blind RIR Identification | Feb 11, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation | May 17, 2022 | Speech Dereverberation | CodeCode Available | 1 | 5 |
| Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker Verification | Dec 27, 2021 | DenoisingSpeaker Verification | CodeCode Available | 0 | 5 |
| Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration | Nov 4, 2022 | Bandwidth ExtensionSpeech Denoising | CodeCode Available | 0 | 5 |
| Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition | Mar 27, 2018 | Robust Speech RecognitionSpeech Dereverberation | CodeCode Available | 0 | 5 |
| Real-time Single-channel Dereverberation and Separation with Time-domainAudio Separation Network | Sep 2, 2018 | DenoisingSpeech Dereverberation | CodeCode Available | 0 | 5 |
| Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation | Apr 13, 2022 | Speech DereverberationSpeech Enhancement | CodeCode Available | 0 | 5 |
| Speech Dereverberation with a Reverberation Time Shortening Target | Oct 20, 2022 | DenoisingSpeech Denoising | CodeCode Available | 0 | 5 |
| Speech Enhancement and Dereverberation with Diffusion-based Generative Models | Aug 11, 2022 | Speech DereverberationSpeech Enhancement | CodeCode Available | 0 | 5 |
| Dereverberation in Acoustic Sensor Networks Using Weighted Prediction Error With Microphone-dependent Prediction Delays | Jan 18, 2023 | PredictionSpeech Dereverberation | —Unverified | 0 | 0 |
| Independence-based Joint Dereverberation and Separation with Neural Source Model | Oct 13, 2021 | Speech Dereverberation | —Unverified | 0 | 0 |
| CycleGAN-Based Unpaired Speech Dereverberation | Mar 29, 2022 | Speech Dereverberation | —Unverified | 0 | 0 |
| Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments | Apr 6, 2022 | DenoisingSpeech Dereverberation | —Unverified | 0 | 0 |
| Scene-Agnostic Multi-Microphone Speech Dereverberation | Oct 22, 2020 | PositionSpeech Dereverberation | —Unverified | 0 | 0 |
| Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models | Aug 14, 2024 | Room Impulse Response (RIR)Speech Dereverberation | —Unverified | 0 | 0 |
| USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering | Feb 1, 2024 | Speech Dereverberation | —Unverified | 0 | 0 |
| Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising | Oct 30, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation | Nov 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Schrödinger Bridge for Generative Speech Enhancement | Jul 22, 2024 | DenoisingSpeech Denoising | —Unverified | 0 | 0 |
| Simultaneous Denoising and Dereverberation Using Deep Embedding Features | Apr 6, 2020 | ClusteringDeep Clustering | —Unverified | 0 | 0 |
| Speech Dereverberation with A Reverberation Time Shortening Target | Apr 19, 2022 | DenoisingSpeech Denoising | —Unverified | 0 | 0 |
| Single-channel Speech Dereverberation via Generative Adversarial Training | Jun 25, 2018 | Speech Dereverberation | —Unverified | 0 | 0 |
| SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking | Nov 22, 2022 | Deep LearningSpeech Dereverberation | —Unverified | 0 | 0 |
| SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping | Jul 17, 2020 | DecoderSpeaker Verification | —Unverified | 0 | 0 |
| Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling | Sep 16, 2017 | Speech Dereverberation | —Unverified | 0 | 0 |
| Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition | Jul 6, 2023 | Speech DereverberationSpeech Enhancement | —Unverified | 0 | 0 |
| A Hybrid Model for Weakly-Supervised Speech Dereverberation | Feb 6, 2025 | modelSpeech Dereverberation | —Unverified | 0 | 0 |
| Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information | Nov 15, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Speech enhancement with frequency domain auto-regressive modeling | Sep 24, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks | Oct 21, 2020 | Speech DereverberationSpeech Enhancement | —Unverified | 0 | 0 |
| Supervised Speech Separation Based on Deep Learning: An Overview | Aug 24, 2017 | Deep LearningSpeaker Separation | —Unverified | 0 | 0 |
| Synthetic Wave-Geometric Impulse Responses for Improved Speech Dereverberation | Dec 10, 2022 | Speech Dereverberation | —Unverified | 0 | 0 |
| A Composite T60 Regression and Classification Approach for Speech Dereverberation | Feb 9, 2023 | regressionSpeech Dereverberation | —Unverified | 0 | 0 |
| TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation | Mar 31, 2021 | Room Impulse Response (RIR)Speech Dereverberation | —Unverified | 0 | 0 |
| Distributed Speech Dereverberation Using Weighted Prediction Error | Dec 5, 2023 | PredictionSpeech Dereverberation | —Unverified | 0 | 0 |
| End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend | Feb 23, 2021 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Dereverberation using joint estimation of dry speech signal and acoustic system | Jul 24, 2020 | Room Impulse Response (RIR)Speech Dereverberation | —Unverified | 0 | 0 |
| Dereverberation of Autoregressive Envelopes for Far-field Speech Recognition | Aug 12, 2021 | Speech Dereverberationspeech-recognition | —Unverified | 0 | 0 |
| Translate Reverberated Speech to Anechoic Ones: Speech Dereverberation with BERT | Jul 16, 2020 | Speech Dereverberation | —Unverified | 0 | 0 |