DNN-Based Semantic Model for Rescoring N-best Speech Recognition List Nov 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multitask Learning and Joint Optimization for Transformer-RNN-Transducer Speech Recognition Nov 2, 2020 speech-recognition Speech Recognition
— Unverified SapAugment: Learning A Sample Adaptive Policy for Data Augmentation Nov 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adapting Pretrained Transformer to Lattices for Spoken Language Understanding Nov 2, 2020 Natural Language Understanding speech-recognition
Code Code Available ELITR: European Live Translator Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Punctuation Restoration using Transformer Models for High-and Low-Resource Languages Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others Nov 1, 2020 All Automatic Speech Recognition
— Unverified May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified Simultaneous Translation Nov 1, 2020 Machine Translation speech-recognition
— Unverified Improving End-to-End Bangla Speech Recognition with Semi-supervised Training Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Direct Segmentation Models for Streaming Speech Translation Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Effectively pretraining a speech translation decoder with Machine Translation data Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages Oct 31, 2020 Acoustic Modelling Automatic Speech Recognition
Code Code Available Streaming Simultaneous Speech Translation with Augmented Memory Transformer Oct 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Joint Masked CPC and CTC Training for ASR Oct 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization Oct 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition Oct 30, 2020 Language Modeling Language Modelling
— Unverified Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework Oct 29, 2020 Federated Learning speech-recognition
— Unverified Semi-Supervised Speech Recognition via Graph-based Temporal Classification Oct 29, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance Oct 29, 2020 named-entity-recognition Named Entity Recognition
— Unverified One In A Hundred: Select The Best Predicted Sequence from Numerous Candidates for Streaming Speech Recognition Oct 28, 2020 Decoder Diversity
— Unverified INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices Oct 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input Oct 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fusion Models for Improved Visual Captioning Oct 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition Oct 28, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CASS-NAT: CTC Alignment-based Single Step Non-autoregressive Transformer for Speech Recognition Oct 28, 2020 Decoder speech-recognition
— Unverified Effective Decoder Masking for Transformer Based End-to-End Speech Recognition Oct 27, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming Oct 27, 2020 speech-recognition Speech Recognition
— Unverified Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications Oct 27, 2020 speech-recognition Speech Recognition
— Unverified Cascaded encoders for unifying streaming and non-streaming ASR Oct 27, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multitask Training with Text Data for End-to-End Speech Recognition Oct 27, 2020 Decoder Language Modeling
— Unverified Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning Oct 27, 2020 Emotion Recognition Representation Learning
Code Code Available Emotion recognition by fusing time synchronous and time asynchronous representations Oct 27, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition Oct 26, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer Oct 26, 2020 Language Modeling Language Modelling
— Unverified Improved Mask-CTC for Non-Autoregressive End-to-End ASR Oct 26, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Lip Graph Assisted Audio-Visual Speech Recognition Using Bidirectional Synchronous Fusion Oct 25, 2020 Audio-Visual Speech Recognition Landmark-based Lipreading
— Unverified Probing Acoustic Representations for Phonetic Properties Oct 25, 2020 Benchmarking speech-recognition
Code Code Available Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning Oct 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding Oct 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Auxiliary Sequence Labeling Tasks for Disfluency Detection Oct 24, 2020 named-entity-recognition Named Entity Recognition
— Unverified Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment Oct 24, 2020 Decoder speech-recognition
— Unverified Improving Noise Robustness of an End-to-End Neural Model for Automatic Speech Recognition Oct 23, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer Oct 23, 2020 Language Modeling Language Modelling
— Unverified Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention Oct 23, 2020 speech-recognition Speech Recognition
Code Code Available Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework Oct 22, 2020 speech-recognition Speech Recognition
— Unverified MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available How Phonotactics Affect Multilingual and Zero-shot ASR Performance Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 