Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement Jan 19, 2020 Color Constancy Face Detection
Code Code Available Improving GANs for Speech Enhancement Jan 15, 2020 Speech Enhancement
Code Code Available Robust Speaker Recognition Using Speech Enhancement And Attention Model Jan 14, 2020 Speaker Identification Speaker Recognition
— Unverified A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences Jan 13, 2020 Denoising Speech Enhancement
Code Code Available Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders Jan 6, 2020 Decoder Denoising
Code Code Available Monaural Speech Enhancement Using a Multi-Branch Temporal Convolutional Network Dec 27, 2019 Speech Enhancement
— Unverified Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement Dec 23, 2019 Decoder Speech Enhancement
— Unverified High-quality Speech Synthesis Using Super-resolution Mel-Spectrogram Dec 3, 2019 Image-to-Image Translation Speech Enhancement
— Unverified Time-Domain Multi-modal Bone/air Conducted Speech Enhancement Nov 22, 2019 Ensemble Learning Speech Enhancement
— Unverified MMTM: Multimodal Transfer Module for CNN Fusion Nov 20, 2019 Action Recognition Action Recognition In Videos
Code Code Available Distributed Microphone Speech Enhancement based on Deep Learning Nov 19, 2019 All Deep Learning
— Unverified Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Nov 18, 2019 Speaker Separation Speech Enhancement
— Unverified Speaker independence of neural vocoders and their effect on parametric resynthesis speech enhancement Nov 14, 2019 Resynthesis Speech Enhancement
— Unverified Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders Nov 10, 2019 Speech Enhancement
— Unverified The Speed Submission to DIHARD II: Contributions & Lessons Learned Nov 6, 2019 Action Detection Activity Detection
— Unverified Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models Nov 4, 2019 GPU Music Source Separation
Code Code Available What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesis Nov 4, 2019 Speaker Verification Speech Enhancement
Code Code Available Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters Nov 1, 2019 Quantization Speech Enhancement
— Unverified Does Speech enhancement of publicly available data help build robust Speech Recognition Systems? Oct 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Feature Enhancement with Deep Feature Losses for Speaker Verification Oct 25, 2019 Denoising Speaker Verification
Code Code Available A Recurrent Variational Autoencoder for Speech Enhancement Oct 24, 2019 Speech Enhancement
— Unverified Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing Oct 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks Oct 21, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparative Study between Adversarial Networks and Classical Techniques for Speech Enhancement Oct 21, 2019 Speech Enhancement
— Unverified Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model Oct 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Semi-Supervised Multichannel Speech Enhancement With a Deep Speech Prior Oct 7, 2019 Speech Enhancement
Code Code Available 使用語者轉換技術於語音合成資料庫之音質改進(Speech Enhancement for TTS Speech Corpora by using Voice Conversion Technologies) Oct 1, 2019 Speech Enhancement Voice Conversion
— Unverified Speech enhancement based on the integration of fully convolutional network, temporal lowpass filtering and spectrogram masking Oct 1, 2019 Speech Enhancement
— Unverified AV Speech Enhancement Challenge using a Real Noisy Corpus Sep 30, 2019 Speech Enhancement
— Unverified FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Sep 29, 2019 Speech Enhancement speech-recognition
Code Code Available Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Sep 26, 2019 Denoising Speech Enhancement
— Unverified An Investigation into the Effectiveness of Enhancement in ASR Training and Test for CHiME-5 Dinner Party Transcription Sep 26, 2019 Speech Enhancement
Code Code Available CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement Sep 23, 2019 Speech Enhancement
— Unverified A scalable noisy speech dataset and online subjective test framework Sep 17, 2019 Speech Enhancement
— Unverified Spoken Speech Enhancement using EEG Sep 13, 2019 EEG Electroencephalogram (EEG)
— Unverified Generative Speech Enhancement Based on Cloned Networks Sep 10, 2019 Speech Enhancement
— Unverified On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Sep 3, 2019 Deep Learning Speech Enhancement
— Unverified Speech Enhancement using Adaptive Mean Median Deviation and EMD Technique Aug 26, 2019 Speech Enhancement
— Unverified Coarse-to-fine Optimization for Speech Enhancement Aug 21, 2019 Generative Adversarial Network Speech Enhancement
— Unverified A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement Aug 18, 2019 Speech Enhancement
— Unverified Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders Aug 7, 2019 Speech Enhancement
— Unverified Deep learning for minimum mean-square error approaches to speech enhancement Aug 1, 2019 Deep Learning Speech Enhancement
— Unverified My lips are concealed: Audio-visual speech enhancement through obstructions Jul 11, 2019 Speech Enhancement
— Unverified Convolutional Neural Network-based Speech Enhancement for Cochlear Implant Recipients Jul 3, 2019 Speech Enhancement
— Unverified A Monaural Speech Enhancement Method for Robust Small-Footprint Keyword Spotting Jun 20, 2019 Keyword Spotting Small-Footprint Keyword Spotting
— Unverified The Second DIHARD Diarization Challenge: Dataset, task, and baselines Jun 18, 2019 Action Detection Activity Detection
Code Code Available rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method Jun 9, 2019 Action Detection Activity Detection
Code Code Available Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques May 31, 2019 Denoising Quantization
— Unverified Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR May 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Deep-Learning-Based Audio-Visual Speech Enhancement in Presence of Lombard Effect May 29, 2019 Speech Enhancement
— Unverified 