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 Speech Enhancement Based on Cyclegan with Noise-informed Training Oct 19, 2021 Speech Enhancement
— Unverified Speech Enhancement-assisted Voice Conversion in Noisy Environments Oct 19, 2021 Speech Enhancement Voice Conversion
— 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 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 Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 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 DDS: A new device-degraded speech dataset for speech enhancement Sep 16, 2021 Diversity Speech Enhancement
— Unverified Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems Sep 11, 2021 Speech Enhancement Triplet
— Unverified Time Alignment using Lip Images for Frame-based Electrolaryngeal Voice Conversion Sep 8, 2021 Dynamic Time Warping Speech Enhancement
— Unverified Machine Learning: Challenges, Limitations, and Compatibility for Audio Restoration Processes Sep 6, 2021 BIG-bench Machine Learning Generative Adversarial Network
— Unverified A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement Sep 5, 2021 Denoising Speech Enhancement
— Unverified Task-aware Warping Factors in Mask-based Speech Enhancement Aug 27, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement Aug 27, 2021 Audio Signal Processing Speech Enhancement
— Unverified Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR Aug 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Residual Echo Suppression and Noise Reduction: A Multi-Input FCRN Approach in a Hybrid Speech Enhancement System Aug 6, 2021 Acoustic echo cancellation Speech Enhancement
— Unverified Inplace Gated Convolutional Recurrent Neural Network For Dual-channel Speech Enhancement Jul 26, 2021 Speech Enhancement
— Unverified Controlling the Perceived Sound Quality for Dialogue Enhancement with Deep Learning Jul 22, 2021 Speech Enhancement
— Unverified Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech Jul 22, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization Jul 9, 2021 Denoising Speech Denoising
— Unverified DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Jun 30, 2021 Computational Efficiency Denoising
— Unverified SRIB-LEAP submission to Far-field Multi-Channel Speech Enhancement Challenge for Video Conferencing Jun 24, 2021 Speech Enhancement
— Unverified Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair Jun 22, 2021 Clustering Deep Clustering
— Unverified DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Jun 16, 2021 Decoder Speech Enhancement
— Unverified A Flow-Based Neural Network for Time Domain Speech Enhancement Jun 16, 2021 Density Estimation Speech Enhancement
— Unverified Deep Interaction between Masking and Mapping Targets for Single-Channel Speech Enhancement Jun 9, 2021 Denoising Speech Enhancement
— Unverified Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement Jun 5, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Neural Acoustic Echo Canceller Optimized Using An Automatic Speech Recognizer And Large Scale Synthetic Data Jun 1, 2021 Acoustic echo cancellation Automatic Speech Recognition
— Unverified Phoneme-Based Ratio Mask Estimation for Reverberant Speech Enhancement in Cochlear Implant Processors May 28, 2021 Sentence Speech Enhancement
— Unverified An Improved Measure of Musical Noise Based on Spectral Kurtosis May 27, 2021 Speech Enhancement
— Unverified Training Speech Enhancement Systems with Noisy Speech Datasets May 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Disentanglement Learning for Variational Autoencoders Applied to Audio-Visual Speech Enhancement May 19, 2021 Attribute Decoder
Code Code Available A time-domain nearfield frequency-invariant beamforming method May 18, 2021 Speech Enhancement
— Unverified Dual-Stage Low-Complexity Reconfigurable Speech Enhancement May 17, 2021 Speech Enhancement
— Unverified Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection May 8, 2021 Clustering Denoising
— Unverified Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation May 8, 2021 Denoising Knowledge Distillation
— Unverified Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU May 6, 2021 Speech Enhancement
— Unverified 