Discriminative Multi-modality Speech Recognition May 12, 2020 Audio-Visual Speech Recognition Lipreading
Code Code Available CTC-synchronous Training for Monotonic Attention Model May 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context May 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications Apr 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Meta-Transfer Learning for Code-Switched Speech Recognition Apr 29, 2020 Language Modeling Language Modelling
Code Code Available ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers Apr 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition Apr 17, 2020 Audio-Visual Speech Recognition speech-recognition
Code Code Available Transformer based Grapheme-to-Phoneme Conversion Apr 14, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning Mar 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition Mar 6, 2020 Lipreading Lip Reading
Code Code Available Untangling in Invariant Speech Recognition Mar 3, 2020 speech-recognition Speech Recognition
Code Code Available Natural Language Processing Advancements By Deep Learning: A Survey Mar 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Universal Phone Recognition with a Multilingual Allophone System Feb 26, 2020 speech-recognition Speech Recognition
Code Code Available Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Feb 24, 2020 Document Classification Fairness
Code Code Available Imputer: Sequence Modelling via Imputation and Dynamic Programming Feb 20, 2020 Imputation speech-recognition
Code Code Available Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss Feb 7, 2020 speech-recognition Speech Recognition
Code Code Available Unsupervised pretraining transfers well across languages Feb 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Continuous speech separation: dataset and analysis Jan 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Multi-task self-supervised learning for Robust Speech Recognition Jan 25, 2020 Robust Speech Recognition Self-Supervised Learning
Code Code Available FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks Jan 18, 2020 Bayesian Optimization Object Detection
Code Code Available Libri-Light: A Benchmark for ASR with Limited or No Supervision Dec 17, 2019 speech-recognition Speech Recognition
Code Code Available Common Voice: A Massively-Multilingual Speech Corpus Dec 13, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Resource for Computational Experiments on Mapudungun Dec 4, 2019 Machine Translation speech-recognition
Code Code Available Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition Dec 3, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Effectiveness of self-supervised pre-training for speech recognition Nov 10, 2019 Language Modelling Quantization
Code Code Available Generative Pre-Training for Speech with Autoregressive Predictive Coding Oct 23, 2019 Representation Learning Speaker Identification
Code Code Available GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition Oct 22, 2019 CPU Decoder
Code Code Available Improving Transformer-based Speech Recognition Using Unsupervised Pre-training Oct 22, 2019 speech-recognition Speech Recognition
Code Code Available vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Oct 12, 2019 Clustering General Classification
Code Code Available FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Sep 29, 2019 Speech Enhancement speech-recognition
Code Code Available Espresso: A Fast End-to-end Neural Speech Recognition Toolkit Sep 18, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available DOVER: A Method for Combining Diarization Outputs Sep 17, 2019 speech-recognition Speech Recognition
Code Code Available Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants Aug 9, 2019 Emotion Recognition Privacy Preserving
Code Code Available Attention model for articulatory features detection Jul 2, 2019 Manner Of Articulation Detection model
Code Code Available BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language Recognition Jun 30, 2019 Avg Representation Learning
Code Code Available When Does Label Smoothing Help? Jun 6, 2019 image-classification Image Classification
Code Code Available CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition May 27, 2019 Decoder Language Modelling
Code Code Available RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation May 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Transformers with convolutional context for ASR Apr 26, 2019 Image Classification Machine Translation
Code Code Available SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Apr 18, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation Apr 16, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available wav2vec: Unsupervised Pre-training for Speech Recognition Apr 11, 2019 Binary Classification General Classification
Code Code Available STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks Feb 21, 2019 speech-recognition Speech Recognition
Code Code Available A Fully Differentiable Beam Search Decoder Feb 16, 2019 Decoder Language Modeling
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available Speech and Speaker Recognition from Raw Waveform with SincNet Dec 13, 2018 Inductive Bias Speaker Recognition
Code Code Available The PyTorch-Kaldi Speech Recognition Toolkit Nov 19, 2018 Distant Speech Recognition Noisy Speech Recognition
Code Code Available How2: A Large-scale Dataset for Multimodal Language Understanding Nov 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available NICE: Noise Injection and Clamping Estimation for Neural Network Quantization Sep 29, 2018 General Classification GPU
Code Code Available Deep Audio-Visual Speech Recognition Sep 6, 2018 Audio-Visual Speech Recognition Automatic Speech Recognition (ASR)
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