LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge Oct 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Binaural Speech Enhancement Using STOI-Optimal Masks Sep 30, 2022 Speech Enhancement
— Unverified Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Sep 28, 2022 Decoder Denoising
— Unverified Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Sep 24, 2022 Speech Enhancement
— Unverified GIST-AiTeR System for the Diarization Task of the 2022 VoxCeleb Speaker Recognition Challenge Sep 21, 2022 Action Detection Activity Detection
— Unverified A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation Sep 14, 2022 Acoustic echo cancellation Automatic Speech Recognition
— Unverified Multimodal Speech Enhancement Using Burst Propagation Sep 7, 2022 Management Speech Enhancement
— Unverified Multi-View Attention Transfer for Efficient Speech Enhancement Aug 22, 2022 Knowledge Distillation Speech Enhancement
— Unverified Speech Enhancement and Dereverberation with Diffusion-based Generative Models Aug 11, 2022 Speech Dereverberation Speech Enhancement
— Unverified DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF Jul 22, 2022 blind source separation Speech Enhancement
— Unverified ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding Jul 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-channel target speech enhancement based on ERB-scaled spatial coherence features Jul 17, 2022 Speech Enhancement
— Unverified Improving spatial cues for hearables using a parameterized binaural CDR estimator Jul 17, 2022 Speech Enhancement
— Unverified Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments Jul 15, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention Jun 30, 2022 Decoder Speech Enhancement
— Unverified GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block Jun 30, 2022 Decoder Speech Enhancement
— Unverified Challenges and Opportunities in Multi-device Speech Processing Jun 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SAQAM: Spatial Audio Quality Assessment Metric Jun 24, 2022 Audio Quality Assessment Multi-Task Learning
— Unverified Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes Jun 23, 2022 Speech Enhancement Speech Separation
— Unverified Multi-channel end-to-end neural network for speech enhancement, source localization, and voice activity detection Jun 20, 2022 Action Detection Activity Detection
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Jun 18, 2022 Retrieval Speech Enhancement
— Unverified EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning Jun 16, 2022 Speech Enhancement
— Unverified Adversarial Privacy Protection on Speech Enhancement Jun 16, 2022 Speech Enhancement
Code Code Available To Dereverb Or Not to Dereverb? Perceptual Studies On Real-Time Dereverberation Targets Jun 16, 2022 Denoising Speech Enhancement
— Unverified Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Audio-Visual Hearing Aids Jun 6, 2022 BIG-bench Machine Learning Speech Enhancement
— Unverified Far-Field Speaker Recognition Benchmark Derived From The DiPCo Corpus Jun 1, 2022 Denoising Speaker Recognition
— Unverified Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR May 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement May 20, 2022 Acoustic echo cancellation Speech Enhancement
— Unverified Dictionary-Based Fusion of Contact and Acoustic Microphones for Wind Noise Reduction May 18, 2022 Speech Enhancement
— Unverified Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments May 17, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Task splitting for DNN-based acoustic echo and noise removal May 13, 2022 Acoustic echo cancellation Speech Enhancement
— Unverified A deep representation learning speech enhancement method using β-VAE May 11, 2022 Disentanglement Representation Learning
— Unverified Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation May 11, 2022 blind source separation Speech Enhancement
— Unverified Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition May 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Acoustic echo suppression using a learning-based multi-frame minimum variance distortionless response filter May 7, 2022 parameter estimation Speech Enhancement
— Unverified On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training May 3, 2022 Robust Speech Recognition Speech Enhancement
— Unverified Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention May 3, 2022 Decoder Multi-Task Learning
— Unverified A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network May 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved far-field speech recognition using Joint Variational Autoencoder Apr 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RadioSES: mmWave-Based Audioradio Speech Enhancement and Separation System Apr 14, 2022 Speech Enhancement Speech Separation
— Unverified Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation Apr 13, 2022 Speech Dereverberation Speech Enhancement
Code Code Available Listen only to me! How well can target speech extraction handle false alarms? Apr 11, 2022 Speaker Identification Speaker Verification
— Unverified Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners Apr 8, 2022 Prediction Speech Enhancement
Code Code Available FFC-SE: Fast Fourier Convolution for Speech Enhancement Apr 6, 2022 Speech Enhancement
— Unverified Expression-preserving face frontalization improves visually assisted speech processing Apr 6, 2022 Face Model Lip Reading
— Unverified Complex Recurrent Variational Autoencoder with Application to Speech Enhancement Apr 5, 2022 Speech Enhancement
Code Code Available Audio-visual multi-channel speech separation, dereverberation and recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Apr 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation Apr 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 