Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset Oct 22, 2020 Decoder speech-recognition
— Unverified Rethinking Evaluation in ASR: Are Our Models Robust Enough? Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Self-training and Pre-training are Complementary for Speech Recognition Oct 22, 2020 speech-recognition Speech Recognition
Code Code Available SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LSTM-LM with Long-Term History for First-Pass Decoding in Conversational Speech Recognition Oct 21, 2020 Decoder speech-recognition
— Unverified Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available VenoMave: Targeted Poisoning Against Speech Recognition Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Sentence Boundary Augmentation For Neural Machine Translation Robustness Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge Distillation for Improved Accuracy in Spoken Question Answering Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Oct 21, 2020 speech-recognition Speech Recognition
— Unverified Cascaded Models With Cyclic Feedback For Direct Speech Translation Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Replacing Human Audio with Synthetic Audio for On-device Unspoken Punctuation Prediction Oct 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge Transfer for Efficient On-device False Trigger Mitigation Oct 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Oct 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Speaker Separation Using Speaker Inventories and Estimated Speech Oct 20, 2020 Speaker Separation Speech Extraction
— Unverified Reduce and Reconstruct: ASR for Low-Resource Phonetic Languages Oct 19, 2020 Speech Recognition
— Unverified Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream Oct 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Data Distillation for End-to-end Spoken Conversational Question Answering Oct 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC Oct 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Non-intrusive speech intelligibility prediction using automatic speech recognition derived measures Oct 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multimodal Speech Recognition with Unstructured Audio Masking Oct 16, 2020 8k Automatic Speech Recognition
— Unverified Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions Oct 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview Oct 14, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification Oct 14, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Resistant Audio Adversarial Examples Oct 14, 2020 Adversarial Attack speech-recognition
Code Code Available Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling Oct 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Low Resource Code-switched ASR using Augmented Code-switched TTS Oct 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Lightweight Speaker Recognition System Using Timbre Properties Oct 12, 2020 GPU Speaker Identification
— Unverified The "Sound of Silence" in EEG -- Cognitive voice activity detection Oct 12, 2020 Action Detection Activity Detection
— Unverified fairseq S2T: Fast Speech-to-Text Modeling with fairseq Oct 11, 2020 Machine Translation Multi-Task Learning
Code Code Available A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers Oct 9, 2020 Clustering Diversity
— Unverified Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification Oct 8, 2020 Brain Computer Interface Classification
— Unverified Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling Oct 8, 2020 Speech Recognition text-to-speech
Code Code Available Population Based Training for Data Augmentation and Regularization in Speech Recognition Oct 8, 2020 Data Augmentation speech-recognition
— Unverified Domain Adversarial Neural Networks for Dysarthric Speech Recognition Oct 7, 2020 Multi-Task Learning speech-recognition
— Unverified WER we are and WER we think we are Oct 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition Oct 7, 2020 speech-recognition Speech Recognition
— Unverified Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Oct 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Swiss Parliaments Corpus, an Automatically Aligned Swiss German Speech to Standard German Text Corpus Oct 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS Oct 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Fine-Grained Grounding for Multimodal Speech Recognition Oct 5, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Explaining Deep Neural Networks Oct 4, 2020 Decision Making speech-recognition
— Unverified Online Neural Networks for Change-Point Detection Oct 3, 2020 Change Point Detection speech-recognition
Code Code Available Differentiable Weighted Finite-State Transducers Oct 2, 2020 Handwriting Recognition speech-recognition
Code Code Available 基于拼音约束联合学习的汉语语音识别(Chinese Speech Recognition Based on Pinyin Constraint Joint Learning) Oct 1, 2020 speech-recognition Speech Recognition
— Unverified Transformers: State-of-the-Art Natural Language Processing Oct 1, 2020 Image Classification Object Recognition
Code Code Available Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models Oct 1, 2020 Language Modeling Language Modelling
Code Code Available End-to-End Spoken Language Understanding Without Full Transcripts Sep 30, 2020 Decoder slot-filling
— Unverified 