The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020 Apr 9, 2021 Data Augmentation Speech Enhancement
— Unverified Speech Denoising Without Clean Training Data: A Noise2Noise Approach Apr 8, 2021 Audio Denoising Denoising
Code Code Available Phoneme-based Distribution Regularization for Speech Enhancement Apr 8, 2021 Speech Enhancement
— Unverified MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Apr 8, 2021 Speech Enhancement
Code Code Available Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement Apr 5, 2021 Decoder Speech Enhancement
— Unverified Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification Apr 5, 2021 Data Augmentation Denoising
— Unverified Efficient Personalized Speech Enhancement through Self-Supervised Learning Apr 5, 2021 Few-Shot Learning Model Compression
— 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 INTERSPEECH 2021 ConferencingSpeech Challenge: Towards Far-field Multi-Channel Speech Enhancement for Video Conferencing Apr 2, 2021 Speech Enhancement Task 2
Code Code Available 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 A Modulation-Domain Loss for Neural-Network-based Real-time Speech Enhancement Feb 15, 2021 Speaker Identification Speech Denoising
Code Code Available 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 An Investigation of End-to-End Models for Robust Speech Recognition Feb 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform Feb 9, 2021 Speech Enhancement
— Unverified CDPAM: Contrastive learning for perceptual audio similarity Feb 9, 2021 Contrastive Learning Speech Enhancement
Code Code Available Switching Variational Auto-Encoders for Noise-Agnostic Audio-visual Speech Enhancement Feb 8, 2021 Speech Enhancement
— Unverified Real-time Denoising and Dereverberation with Tiny Recurrent U-Net Feb 5, 2021 Denoising Speech Enhancement
Code Code Available VSEGAN: Visual Speech Enhancement Generative Adversarial Network Feb 4, 2021 Generative Adversarial Network Speech Enhancement
— Unverified Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses Feb 3, 2021 Decoder Speech Denoising
Code Code Available 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 AMFFCN: Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement Jan 15, 2021 Decoder Speech Enhancement
— Unverified Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement Jan 15, 2021 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 Visual Speech Enhancement Without A Real Visual Stream Dec 20, 2020 Denoising Speech Denoising
Code Code Available DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement Dec 19, 2020 Generative Adversarial Network Speech Enhancement
— Unverified Interactive Speech and Noise Modeling for Speech Enhancement Dec 17, 2020 Diversity Speaker Separation
— Unverified Speech Enhancement with Zero-Shot Model Selection Dec 17, 2020 Ensemble Learning model
Code Code Available Group Communication with Context Codec for Lightweight Source Separation Dec 14, 2020 Decoder Speech Enhancement
Code Code Available 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 Speech Denoising with Auditory Models Nov 21, 2020 Denoising Speech Denoising
Code Code Available 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 