An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling May 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adapting End-to-End Speech Recognition for Readable Subtitles May 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification May 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection May 22, 2020 Decoder Sequence-To-Sequence Speech Recognition
Code Code Available End-to-end Named Entity Recognition from English Speech May 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition May 21, 2020 Data Augmentation Diversity
— Unverified Simplified Self-Attention for Transformer-based End-to-End Speech Recognition May 21, 2020 speech-recognition Speech Recognition
— Unverified Multistream CNN for Robust Acoustic Modeling May 21, 2020 Data Augmentation speech-recognition
— Unverified Large scale evaluation of importance maps in automatic speech recognition May 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Large-Margin Softmax in Neural Language Modeling May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 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 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 Early Stage LM Integration Using Local and Global Log-Linear Combination May 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition May 20, 2020 speech-recognition Speech Recognition
Code Code Available GEV Beamforming Supported by DOA-based Masks Generated on Pairs of Microphones May 19, 2020 speech-recognition Speech Recognition
Code Code Available 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 Exploring Transformers for Large-Scale Speech Recognition May 19, 2020 speech-recognition Speech Recognition
— Unverified Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI May 19, 2020 Brain Computer Interface Deep Learning
— 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 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 Enhancing Monotonic Multihead Attention for Streaming ASR May 19, 2020 All Automatic Speech Recognition
Code Code Available Improved Noisy Student Training for Automatic Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces May 19, 2020 Speech Recognition
— Unverified Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition May 19, 2020 Audio-Visual Speech Recognition speech-recognition
Code Code Available Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Audio-visual Multi-channel Recognition of Overlapped Speech May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention-based Transducer for Online Speech Recognition May 18, 2020 CPU Decoder
— Unverified Weak-Attention Suppression For Transformer Based Speech Recognition May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Effective End-to-End Modeling Approach for Mispronunciation Detection May 18, 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 Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation May 17, 2020 Computational Efficiency speech-recognition
— Unverified Dynamic Sparsity Neural Networks for Automatic Speech Recognition May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Large scale weakly and semi-supervised learning for low-resource video ASR May 16, 2020 Decoder speech-recognition
— Unverified Speech Recognition and Multi-Speaker Diarization of Long Conversations May 16, 2020 Data Augmentation speaker-diarization
Code Code Available That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation May 16, 2020 speech-recognition Speech Recognition
— Unverified Conformer: Convolution-augmented Transformer for Speech Recognition May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available AccentDB: A Database of Non-Native English Accents to Assist Neural Speech Recognition May 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Reducing Spelling Inconsistencies in Code-Switching ASR using Contextualized CTC Loss 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 Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model May 15, 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 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 Automatic Estimation of Intelligibility Measure for Consonants in Speech May 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DiscreTalk: Text-to-Speech as a Machine Translation Problem May 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 