Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN Dec 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning-based personal speech enhancement for teleconferencing by exploiting spatial-spectral features Dec 10, 2021 Speech Enhancement Speech Extraction
— Unverified Harmonic and non-Harmonic Based Noisy Reverberant Speech Enhancement in Time Domain Dec 9, 2021 Speech Enhancement
— Unverified A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks Dec 9, 2021 Deep Learning Speech Enhancement
— Unverified 使用低通時序列語音特徵訓練理想比率遮罩法之語音強化 (Employing Low-Pass Filtered Temporal Speech Features for the Training of Ideal Ratio Mask in Speech Enhancement) Dec 1, 2021 Speech Enhancement
— Unverified Effect of noise suppression losses on speech distortion and ASR performance Nov 23, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dataset of Spatial Room Impulse Responses in a Variable Acoustics Room for Six Degrees-of-Freedom Rendering and Analysis Nov 23, 2021 Speech Enhancement
— Unverified Towards Intelligibility-Oriented Audio-Visual Speech Enhancement Nov 18, 2021 Speech Enhancement
Code Code Available A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation Nov 18, 2021 Acoustic echo cancellation Automatic Speech Recognition
— Unverified BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement Nov 17, 2021 Speech Enhancement
Code Code Available Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses Nov 16, 2021 Disentanglement Speech Enhancement
— Unverified S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement Nov 16, 2021 16k Denoising
— Unverified Joint Far- and Near-End Speech Intelligibility Enhancement based on the Approximated Speech Intelligibility Index Nov 15, 2021 Speech Enhancement
— Unverified Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Nov 11, 2021 Domain Adaptation Speech Enhancement
Code Code Available Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation Nov 11, 2021 Decoder Speech Enhancement
Code Code Available MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification Nov 11, 2021 Denoising Speaker Verification
Code Code Available OSSEM: one-shot speaker adaptive speech enhancement using meta learning Nov 10, 2021 Meta-Learning Speech Enhancement
— Unverified Inter-channel Conv-TasNet for multichannel speech enhancement Nov 8, 2021 Speech Enhancement Speech Separation
— Unverified SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points Nov 8, 2021 Model Compression regression
— Unverified Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet Nov 6, 2021 Denoising Speech Enhancement
— Unverified Weight, Block or Unit? Exploring Sparsity Tradeoffs for Speech Enhancement on Tiny Neural Accelerators Nov 3, 2021 Model Compression Speech Enhancement
— Unverified Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Nov 3, 2021 Prediction Speech Enhancement
Code Code Available Reduction of Subjective Listening Effort for TV Broadcast Signals with Recurrent Neural Networks Nov 2, 2021 Audio Source Separation Speech Enhancement
— Unverified SNRi Target Training for Joint Speech Enhancement and Recognition Nov 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Cross-attention conformer for context modeling in speech enhancement for ASR Oct 30, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction Oct 28, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Oct 27, 2021 Speech Enhancement speech-recognition
— Unverified One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement Oct 20, 2021 All Automatic Speech Recognition
— Unverified Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available Speech Enhancement-assisted Voice Conversion in Noisy Environments Oct 19, 2021 Speech Enhancement Voice Conversion
— Unverified Speech Enhancement Based on Cyclegan with Noise-informed Training Oct 19, 2021 Speech Enhancement
— Unverified Personalized Speech Enhancement: New Models and Comprehensive Evaluation Oct 18, 2021 Speech Enhancement speech-recognition
— Unverified Similarity-and-Independence-Aware Beamformer with Iterative Casting and Boost Start for Target Source Extraction Using Reference Oct 18, 2021 Speech Enhancement speech-recognition
— Unverified Toward Degradation-Robust Voice Conversion Oct 14, 2021 Denoising Speech Enhancement
Code Code Available SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing Oct 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement Oct 13, 2021 Speech Enhancement
Code Code Available Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models Oct 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Oct 12, 2021 Speech Enhancement
Code Code Available DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering Oct 11, 2021 Speech Enhancement
Code Code Available Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement Oct 8, 2021 Diversity Privacy Preserving
Code Code Available Lightweight Speech Enhancement in Unseen Noisy and Reverberant Conditions using KISS-GEV Beamforming Oct 6, 2021 Speech Enhancement
— Unverified PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction Oct 3, 2021 Speaker Identification Speaker Verification
Code Code Available End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression Oct 2, 2021 Acoustic echo cancellation Speech Enhancement
— Unverified Employing low-pass filtered temporal speech features for the training of ideal ratio mask in speech enhancement Oct 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech-MLP: a simple MLP architecture for speech processing Sep 29, 2021 Keyword Spotting Speech Enhancement
— Unverified Masks Fusion with Multi-Target Learning For Speech Enhancement Sep 23, 2021 Speech Enhancement
Code Code Available NORESQA: A Framework for Speech Quality Assessment using Non-Matching References Sep 16, 2021 Speech Enhancement
Code Code Available DDS: A new device-degraded speech dataset for speech enhancement Sep 16, 2021 Diversity Speech Enhancement
— Unverified 