RED-ACE: Robust Error Detection for ASR using Confidence Embeddings Jan 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Recent Progress in the CUHK Dysarthric Speech Recognition System Jan 15, 2022 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition Jan 14, 2022 Data Augmentation speech-recognition
— Unverified Investigation of Data Augmentation Techniques for Disordered Speech Recognition Jan 14, 2022 Data Augmentation speech-recognition
— Unverified The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition Jan 13, 2022 Generative Adversarial Network Phoneme Recognition
— Unverified Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition Jan 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Likelihood Ratio based Domain Adaptation Method for E2E Models Jan 10, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jan 10, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Two-Pass End-to-End ASR Model Compression Jan 8, 2022 Decoder Knowledge Distillation
— Unverified Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Jan 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset Jan 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition Jan 7, 2022 Data Augmentation Language Modeling
— Unverified Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Jan 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions Jan 3, 2022 Sentiment Analysis speech-recognition
— Unverified Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation Jan 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Temporal Attention Augmented Transformer Hawkes Process Dec 29, 2021 speech-recognition Speech Recognition
— Unverified Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech Dec 27, 2021 Language Acquisition speech-recognition
— Unverified Multi-Dialect Arabic Speech Recognition Dec 25, 2021 Arabic Speech Recognition Automatic Speech Recognition
— Unverified Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition Dec 23, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations Dec 23, 2021 Data Augmentation speech-recognition
— Unverified VoiceMoji: A Novel On-Device Pipeline for Seamless Emoji Insertion in Dictation Dec 22, 2021 speech-recognition Speech Recognition
— Unverified Voice Quality and Pitch Features in Transformer-Based Speech Recognition Dec 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks Dec 20, 2021 Machine Translation speech-recognition
— Unverified Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching Dec 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-turn RNN-T for streaming recognition of multi-party speech Dec 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition Dec 19, 2021 Robust Speech Recognition speech-recognition
— Unverified Continual Learning for Monolingual End-to-End Automatic Speech Recognition Dec 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations Dec 17, 2021 Machine Translation speech-recognition
— Unverified Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems Dec 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Use of External Data for Spoken Named Entity Recognition Dec 14, 2021 Knowledge Distillation named-entity-recognition
Code Code Available Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model Dec 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robustifying automatic speech recognition by extracting slowly varying features Dec 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ImportantAug: a data augmentation agent for speech Dec 14, 2021 Data Augmentation Keyword Spotting
Code Code Available Real-Time Neural Voice Camouflage Dec 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified PM-MMUT: Boosted Phone-Mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition Dec 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN Dec 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks Dec 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence-level self-learning with multiple hypotheses Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Are E2E ASR models ready for an industrial usage? Dec 9, 2021 speech-recognition Speech Recognition
— Unverified LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading Dec 9, 2021 Decoder Lip Reading
— Unverified A study on native American English speech recognition by Indian listeners with varying word familiarity level Dec 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge Dec 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking Dec 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Mixture of Expert Based Deep Neural Network for Improved ASR Dec 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Loss Landscape Dependent Self-Adjusting Learning Rates in Decentralized Stochastic Gradient Descent Dec 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A higher order Minkowski loss for improved prediction ability of acoustic model in ASR Dec 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An End-to-End Speech Recognition for the Nepali Language Dec 1, 2021 Decoder Language Modeling
— Unverified 