Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances Feb 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available End-to-End Multi-speaker Speech Recognition with Transformer Feb 10, 2020 Decoder speech-recognition
— Unverified Unsupervised pretraining transfers well across languages Feb 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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 Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior Feb 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continuous Silent Speech Recognition using EEG Feb 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Multi-channel Speech Recognition using Frequency Aligned Network Feb 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Vocoder-free End-to-End Voice Conversion with Transformer Network Feb 5, 2020 speech-recognition Speech Recognition
Code Code Available Improving Efficiency in Large-Scale Decentralized Distributed Training Feb 4, 2020 speech-recognition Speech Recognition
— Unverified End-to-End Automatic Speech Recognition Integrated With CTC-Based Voice Activity Detection Feb 3, 2020 Action Detection Activity Detection
— Unverified Dialogue-Based Simulation For Cultural Awareness Training Feb 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fully Learnable Front-End for Multi-Channel Acoustic Modeling using Semi-Supervised Learning Feb 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions Jan 31, 2020 Natural Language Understanding speech-recognition
— Unverified BUT Opensat 2019 Speech Recognition System Jan 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continuous speech separation: dataset and analysis Jan 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Environment-aware Reconfigurable Noise Suppression Jan 29, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-Visual Decision Fusion for WFST-based and seq2seq Models Jan 29, 2020 speech-recognition Speech Recognition
— Unverified Learning Robust and Multilingual Speech Representations Jan 29, 2020 Representation Learning speech-recognition
— Unverified Deep Xi as a Front-End for Robust Automatic Speech Recognition Jan 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Joint Contextual Modeling for ASR Correction and Language Understanding Jan 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scaling Up Online Speech Recognition Using ConvNets Jan 27, 2020 Decoder speech-recognition
— Unverified Submodular Rank Aggregation on Score-based Permutations for Distributed Automatic Speech Recognition Jan 27, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Temporal Information Processing on Noisy Quantum Computers Jan 26, 2020 speech-recognition Speech Recognition
— Unverified Multi-task self-supervised learning for Robust Speech Recognition Jan 25, 2020 Robust Speech Recognition Self-Supervised Learning
Code Code Available Lattice-based Improvements for Voice Triggering Using Graph Neural Networks Jan 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning To Detect Keyword Parts And Whole By Smoothed Max Pooling Jan 25, 2020 Decoder Keyword Spotting
— Unverified Data Techniques For Online End-to-end Speech Recognition Jan 24, 2020 Data Augmentation Domain Adaptation
— Unverified Semi-supervised ASR by End-to-end Self-training Jan 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Low-rank Gradient Approximation For Memory-Efficient On-device Training of Deep Neural Network Jan 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TLT-school: a Corpus of Non Native Children Speech Jan 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence Labeling Approach to the Task of Sentence Boundary Detection Jan 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Jan 20, 2020 Data Augmentation Language Modeling
— Unverified FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks Jan 18, 2020 Bayesian Optimization Object Detection
Code Code Available Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture Jan 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Visually Guided Self Supervised Learning of Speech Representations Jan 13, 2020 Emotion Recognition Representation Learning
— Unverified Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses Jan 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training Jan 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Open Challenge for Correcting Errors of Speech Recognition Systems Jan 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming automatic speech recognition with the transformer model Jan 8, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation and Analysis of Hyper and Hypo neuron pruning to selectively update neurons during Unsupervised Adaptation Jan 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-visual Recognition of Overlapped speech for the LRS2 dataset Jan 6, 2020 Audio-Visual Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Character-Aware Attention-Based End-to-End Speech Recognition Jan 6, 2020 Decoder speech-recognition
— Unverified Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition Jan 6, 2020 Decoder Domain Adaptation
— Unverified Transformer-based language modeling and decoding for conversational speech recognition Jan 4, 2020 Language Modeling Language Modelling
— Unverified Speaker-aware speech-transformer Jan 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends Jan 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention based on-device streaming speech recognition with large speech corpus Jan 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Training Deep Networks with Stochastic Gradient Normalized by Layerwise Adaptive Second Moments Jan 1, 2020 General Classification image-classification
— Unverified EEG based Continuous Speech Recognition using Transformers Dec 31, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified end-to-end training of a large vocabulary end-to-end speech recognition system Dec 22, 2019 Data Augmentation GPU
— Unverified 