Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement Mar 31, 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 Improving noise robust automatic speech recognition with single-channel time-domain enhancement network Mar 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 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 Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation Feb 14, 2020 Binary Classification Denoising
Code Code Available 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 DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays Feb 13, 2020 Speech Enhancement
— Unverified Robust Multi-channel Speech Recognition using Frequency Aligned Network Feb 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks Feb 2, 2020 Speech Enhancement
— Unverified 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 Robust Speaker Recognition Using Speech Enhancement And Attention Model Jan 14, 2020 Speaker Identification Speaker Recognition
— Unverified 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 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 Comparative Study between Adversarial Networks and Classical Techniques for Speech Enhancement Oct 21, 2019 Speech Enhancement
— Unverified AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks Oct 21, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model Oct 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 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 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 