Connectionist Temporal Classification with Maximum Entropy Regularization Dec 1, 2018 Classification General Classification
Code Code Available Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR Nov 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition Nov 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems Nov 28, 2018 Re-Ranking speech-recognition
Code Code Available Efficient non-uniform quantizer for quantized neural network targeting reconfigurable hardware Nov 27, 2018 image-classification Image Classification
— Unverified Improved Speech Enhancement with the Wave-U-Net Nov 27, 2018 Audio Source Separation Speech Enhancement
Code Code Available Learning to detect dysarthria from raw speech Nov 27, 2018 General Classification Sentence
Code Code Available Interpretable Convolutional Filters with SincNet Nov 23, 2018 Distant Speech Recognition Inductive Bias
— Unverified Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes Nov 22, 2018 All speech-recognition
— Unverified Speech recognition with quaternion neural networks Nov 21, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Nov 21, 2018 Diagnostic Specificity
— Unverified WEST: Word Encoded Sequence Transducers Nov 20, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The PyTorch-Kaldi Speech Recognition Toolkit Nov 19, 2018 Distant Speech Recognition Noisy Speech Recognition
Code Code Available A Voice Controlled E-Commerce Web Application Nov 16, 2018 Medical Diagnosis speech-recognition
— Unverified Investigating the Effects of Word Substitution Errors on Sentence Embeddings Nov 16, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Streaming End-to-end Speech Recognition For Mobile Devices Nov 15, 2018 speech-recognition Speech Recognition
Code Code Available An Online Attention-based Model for Speech Recognition Nov 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Modality Attention for End-to-End Audio-visual Speech Recognition Nov 13, 2018 Audio-Visual Speech Recognition Robust Speech Recognition
— Unverified Corpus Phonetics Tutorial Nov 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring RNN-Transducer for Chinese Speech Recognition Nov 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence-Level Knowledge Distillation for Model Compression of Attention-based Sequence-to-Sequence Speech Recognition Nov 12, 2018 Knowledge Distillation Model Compression
— Unverified Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition Nov 12, 2018 Decoder GPU
— Unverified Stream attention-based multi-array end-to-end speech recognition Nov 12, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Analyzing deep CNN-based utterance embeddings for acoustic model adaptation Nov 12, 2018 speech-recognition Speech Recognition
— Unverified Multi-encoder multi-resolution framework for end-to-end speech recognition Nov 12, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition Nov 10, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling Nov 10, 2018 Automatic Speech Recognition (ASR) speech-recognition
— Unverified Multimodal Grounding for Sequence-to-Sequence Speech Recognition Nov 9, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Few-shot learning with attention-based sequence-to-sequence models Nov 8, 2018 Decoder Few-Shot Learning
— Unverified Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities Nov 8, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall Memory Nov 7, 2018 speech-recognition Speech Recognition
— Unverified CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments Nov 7, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Analysis of Multilingual Sequence-to-Sequence speech recognition systems Nov 7, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Fluent Translations from Disfluent Speech Nov 7, 2018 Machine Translation speech-recognition
— Unverified Language model integration based on memory control for sequence to sequence speech recognition Nov 6, 2018 Language Modeling Language Modelling
— Unverified Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition Nov 6, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Reconstructing Speech Stimuli From Human Auditory Cortex Activity Using a WaveNet Approach Nov 6, 2018 speech-recognition Speech Recognition
— Unverified Discriminative training of RNNLMs with the average word error criterion Nov 6, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition Nov 6, 2018 Generative Adversarial Network Speech Enhancement
Code Code Available Hierarchical Neural Network Architecture In Keyword Spotting Nov 6, 2018 Keyword Spotting speech-recognition
— Unverified The Marchex 2018 English Conversational Telephone Speech Recognition System Nov 5, 2018 Language Modeling Language Modelling
— Unverified End-to-End Monaural Multi-speaker ASR System without Pretraining Nov 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified When CTC Training Meets Acoustic Landmarks Nov 5, 2018 Automatic Speech Recognition (ASR) Speech Recognition
— Unverified Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation Nov 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Black-Box Attacks on Automatic Speech Recognition Systems using Multi-Objective Evolutionary Optimization Nov 4, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pushing the boundaries of audiovisual word recognition using Residual Networks and LSTMs Nov 3, 2018 Lipreading speech-recognition
— Unverified Cycle-consistency training for end-to-end speech recognition Nov 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Training Neural Speech Recognition Systems with Synthetic Speech Augmentation Nov 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Nov 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving the Robustness of Speech Translation Nov 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 