Can We Trust Deep Speech Prior? Nov 4, 2020 Speech Enhancement
— Unverified A Study of Incorporating Articulatory Movement Information in Speech Enhancement Nov 3, 2020 Speech Enhancement
— Unverified UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Oct 29, 2020 Speech Enhancement
— Unverified Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Oct 27, 2020 Speech Enhancement
— Unverified A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement Oct 25, 2020 regression Speech Enhancement
— Unverified Speech enhancement aided end-to-end multi-task learning for voice activity detection Oct 23, 2020 Action Detection Activity Detection
— Unverified Multi-Channel Speaker Verification for Single and Multi-talker Speech Oct 23, 2020 Action Detection Activity Detection
— Unverified The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge Oct 22, 2020 Action Detection Activity Detection
— Unverified BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks Oct 21, 2020 Speech Dereverberation Speech Enhancement
— Unverified Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks Oct 21, 2020 parameter estimation Room Impulse Response (RIR)
— Unverified Investigating Cross-Domain Losses for Speech Enhancement Oct 20, 2020 Deep Learning Speech Enhancement
— Unverified Non-intrusive speech intelligibility prediction using automatic speech recognition derived measures Oct 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Model Compression Method with Matrix Product Operators for Speech Enhancement Oct 10, 2020 Model Compression Speech Enhancement
— Unverified A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments Oct 6, 2020 Action Detection Activity Detection
— Unverified Tdcgan: Temporal Dilated Convolutional Generative Adversarial Network for End-to-end Speech Enhancement Sep 30, 2020 Generative Adversarial Network Speech Enhancement
— Unverified A consolidated view of loss functions for supervised deep learning-based speech enhancement Sep 25, 2020 Speech Enhancement
— Unverified Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement Sep 21, 2020 Speech Enhancement
— Unverified Dense CNN with Self-Attention for Time-Domain Speech Enhancement Sep 3, 2020 Decoder Speech Enhancement
— Unverified Multi-view Attention-based Speech Enhancement Model for Noise-robust Automatic Speech Recognition Sep 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Aug 20, 2020 Speech Enhancement
— Unverified Blind Mask to Improve Intelligibility of Non-Stationary Noisy Speech Aug 20, 2020 Noise Estimation Speech Enhancement
— Unverified Efficient Low-Latency Speech Enhancement with Mobile Audio Streaming Networks Aug 17, 2020 Speech Enhancement
— Unverified Incorporating Broad Phonetic Information for Speech Enhancement Aug 13, 2020 Denoising Speech Enhancement
— Unverified On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression Aug 12, 2020 regression Speech Enhancement
— Unverified PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Aug 11, 2020 Speech Enhancement
— Unverified Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression Aug 4, 2020 Learning Theory regression
— Unverified Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones Jul 31, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Phase Distortion on Perceived Speech Quality for Hearing-impaired Listeners Jul 29, 2020 Speech Enhancement
— Unverified Neural Kalman Filtering for Speech Enhancement Jul 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Jul 27, 2020 Generative Adversarial Network Speech Enhancement
— Unverified Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement Jul 22, 2020 BIG-bench Machine Learning Speech Enhancement
— Unverified Unsupervised Sound Separation Using Mixture Invariant Training Jun 23, 2020 Domain Adaptation Speech Enhancement
— Unverified 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 A fully recurrent feature extraction for single channel speech enhancement Jun 9, 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 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 