A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Relative Positional Encoding for Speech Recognition and Direct Translation May 20, 2020 Position Sentence
— Unverified An Adversarial Approach for Explaining the Predictions of Deep Neural Networks May 20, 2020 Adversarial Attack BIG-bench Machine Learning
Code Code Available Investigation of Large-Margin Softmax in Neural Language Modeling May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Early Stage LM Integration Using Local and Global Log-Linear Combination May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI May 19, 2020 Brain Computer Interface Deep Learning
— Unverified Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces May 19, 2020 Speech Recognition
— Unverified Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Exploring Transformers for Large-Scale Speech Recognition May 19, 2020 speech-recognition Speech Recognition
— Unverified Iterative Pseudo-Labeling for Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A systematic comparison of grapheme-based vs. phoneme-based label units for encoder-decoder-attention models May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Quaternion Neural Networks for Multi-channel Distant Speech Recognition May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention-based Transducer for Online Speech Recognition May 18, 2020 CPU Decoder
— Unverified An Effective End-to-End Modeling Approach for Mispronunciation Detection May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-visual Multi-channel Recognition of Overlapped Speech May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Weak-Attention Suppression For Transformer Based Speech Recognition May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation May 17, 2020 Computational Efficiency speech-recognition
— Unverified Large scale weakly and semi-supervised learning for low-resource video ASR May 16, 2020 Decoder speech-recognition
— Unverified Reducing Spelling Inconsistencies in Code-Switching ASR using Contextualized CTC Loss May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dynamic Sparsity Neural Networks for Automatic Speech Recognition May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition May 16, 2020 Machine Translation speech-recognition
— Unverified A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation May 16, 2020 speech-recognition Speech Recognition
— Unverified AccentDB: A Database of Non-Native English Accents to Assist Neural Speech Recognition May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Context-Dependent Acoustic Modeling without Explicit Phone Clustering May 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model May 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Coupled Training of Sequence-to-Sequence Models for Accented Speech Recognition May 14, 2020 Accented Speech Recognition Automatic Speech Recognition
Code Code Available You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation May 14, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation May 13, 2020 speech-recognition Speech Recognition
— Unverified DiscreTalk: Text-to-Speech as a Machine Translation Problem May 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Automatic Estimation of Intelligibility Measure for Consonants in Speech May 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition May 11, 2020 Sentence speech-recognition
— Unverified Exploring TTS without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) May 11, 2020 Clustering speech-recognition
Code Code Available Quantitative Analysis of Image Classification Techniques for Memory-Constrained Devices May 11, 2020 Classification General Classification
— Unverified Incremental Learning for End-to-End Automatic Speech Recognition May 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Perceptimatic English Benchmark for Speech Perception Models May 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions May 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Pseudo Whisper Pre-training May 5, 2020 speech-recognition Speech Recognition
— Unverified Community Detection Clustering via Gumbel Softmax May 5, 2020 Clustering Community Detection
— Unverified Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? May 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast and Robust Unsupervised Contextual Biasing for Speech Recognition May 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Off-the-shelf deep learning is not enough: parsimony, Bayes and causality May 4, 2020 Deep Learning speech-recognition
— Unverified MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech May 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A language score based output selection method for multilingual speech recognition May 2, 2020 Language Modelling speech-recognition
— Unverified Large Vocabulary Read Speech Corpora for Four Ethiopian Languages: Amharic, Tigrigna, Oromo and Wolaytta May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Artie Bias Corpus: An Open Dataset for Detecting Demographic Bias in Speech Applications May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Where are we in Named Entity Recognition from Speech? May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Building an Automatic Transcription System for Language Documentation: Experiences from Muyu May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluation of Off-the-shelf Speech Recognizers Across Diverse Dialogue Domains May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 