Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement Jul 22, 2020 BIG-bench Machine Learning Speech Enhancement
— Unverified Instantaneous PSD Estimation for Speech Enhancement based on Generalized Principal Components Jul 1, 2020 Speech Enhancement
Code Code Available CLC: Complex Linear Coding for the DNS 2020 Challenge Jun 23, 2020 Speech Enhancement
Code Code Available Unsupervised Sound Separation Using Mixture Invariant Training Jun 23, 2020 Domain Adaptation Speech Enhancement
— Unverified Real Time Speech Enhancement in the Waveform Domain Jun 23, 2020 CPU Data Augmentation
Code Code Available Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing Jun 18, 2020 Speech Enhancement
— Unverified An Iterative Graph Spectral Subtraction Method for Speech Enhancement Jun 15, 2020 Speech Enhancement
— Unverified SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement Jun 13, 2020 CPU GPU
— Unverified HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks Jun 10, 2020 Denoising Speech Dereverberation
Code Code Available A fully recurrent feature extraction for single channel speech enhancement Jun 9, 2020 Speech Enhancement
Code Code Available A non-causal FFTNet architecture for speech enhancement Jun 8, 2020 Speech Enhancement
Code Code Available Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings Jun 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Jun 1, 2020 Denoising Speech Denoising
Code Code Available Similarity-and-Independence-Aware Beamformer: Method for Target Source Extraction using Magnitude Spectrogram as Reference Jun 1, 2020 Speech Enhancement
— Unverified SNR-Based Teachers-Student Technique for Speech Enhancement May 29, 2020 Speech Enhancement
— Unverified Sub-Band Knowledge Distillation Framework for Speech Enhancement May 29, 2020 Knowledge Distillation Speech Enhancement
— Unverified Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement May 26, 2020 Decoder Speech Enhancement
— Unverified Lite Audio-Visual Speech Enhancement May 24, 2020 Data Compression Denoising
Code Code Available SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning May 24, 2020 Incremental Learning Speech Enhancement
Code Code Available TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids May 20, 2020 Model Compression Quantization
Code Code Available The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results May 16, 2020 Speech Enhancement
— Unverified Sparse Mixture of Local Experts for Efficient Speech Enhancement May 16, 2020 Speech Denoising Speech Enhancement
Code Code Available Speaker Re-identification with Speaker Dependent Speech Enhancement May 15, 2020 Speaker Recognition Speech Enhancement
— Unverified Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise Apr 28, 2020 Clustering Data Augmentation
— Unverified On the Role of Visual Cues in Audiovisual Speech Enhancement Apr 25, 2020 Self-Supervised Learning Speech Enhancement
— Unverified Towards a Competitive End-to-End Speech Recognition for CHiME-6 Dinner Party Transcription Apr 22, 2020 Data Augmentation Speech Enhancement
Code Code Available CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings Apr 20, 2020 speaker-diarization Speaker Diarization
— Unverified SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement Apr 7, 2020 Diversity Speech Enhancement
— Unverified WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Apr 6, 2020 Denoising Speech Denoising
Code Code Available Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement Mar 31, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving noise robust automatic speech recognition with single-channel time-domain enhancement network Mar 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Tackling real noisy reverberant meetings with all-neural source separation, counting, and diarization system Mar 9, 2020 All speaker-diarization
— Unverified Phonetic Feedback for Speech Enhancement With and Without Parallel Speech Data Mar 3, 2020 Speech Enhancement
Code Code Available Deep Residual-Dense Lattice Network for Speech Enhancement Feb 27, 2020 Speech Enhancement
Code Code Available iSEGAN: Improved Speech Enhancement Generative Adversarial Networks Feb 20, 2020 Speech Enhancement
Code Code Available Efficient Trainable Front-Ends for Neural Speech Enhancement Feb 20, 2020 Speech Enhancement
— Unverified Consistency-aware multi-channel speech enhancement using deep neural networks Feb 14, 2020 Speech Enhancement
— Unverified Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Feb 14, 2020 Multi-Task Learning Speaker Identification
— Unverified Stable Training of DNN for Speech Enhancement based on Perceptually-Motivated Black-Box Cost Function Feb 14, 2020 Reinforcement Learning Speech Enhancement
— Unverified Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation Feb 14, 2020 Binary Classification Denoising
Code Code Available DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays Feb 13, 2020 Speech Enhancement
— Unverified Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Feb 12, 2020 Speech Enhancement
Code Code Available Robust Multi-channel Speech Recognition using Frequency Aligned Network Feb 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network Feb 3, 2020 regression Speech Enhancement
Code Code Available Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks Feb 2, 2020 Speech Enhancement
— Unverified Channel-Attention Dense U-Net for Multichannel Speech Enhancement Jan 30, 2020 Speech Enhancement
Code Code Available Deep Xi as a Front-End for Robust Automatic Speech Recognition Jan 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding Jan 28, 2020 Speech Enhancement
— Unverified Noise dependent Super Gaussian-Coherence based dual microphone Speech Enhancement for hearing aid application using smartphone Jan 27, 2020 Speech Enhancement
— Unverified The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework Jan 23, 2020 Speech Enhancement
— Unverified 