Cascade RNN-Transducer: Syllable Based Streaming On-device Mandarin Speech Recognition with a Syllable-to-Character Converter Nov 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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— Unverified FAT: Training Neural Networks for Reliable Inference Under Hardware Faults Nov 11, 2020 image-classification Image Classification
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— Unverified Stochastic Attention Head Removal: A simple and effective method for improving Transformer Based ASR Models Nov 8, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages Nov 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Nov 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Resource-Constrained Federated Learning with Heterogeneous Labels and Models Nov 6, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Domain Adaptation Using Class Similarity for Robust Speech Recognition Nov 5, 2020 Domain Adaptation Robust Speech Recognition
Code Code Available Alignment Restricted Streaming Recurrent Neural Network Transducer Nov 5, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Accent Adaptation based on Gate Mechanism Nov 5, 2020 Multi-Task Learning speech-recognition
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— Unverified Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition Nov 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Paralinguistic Privacy Protection at the Edge Nov 4, 2020 CPU Knowledge Distillation
— Unverified Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time Nov 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Pattern Discovery from Thematic Speech Archives Based on Multilingual Bottleneck Features Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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— Unverified Warped Language Models for Noise Robust Language Understanding Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion Nov 3, 2020 speech-recognition Speech Recognition
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— Unverified Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DNN-Based Semantic Model for Rescoring N-best Speech Recognition List Nov 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SapAugment: Learning A Sample Adaptive Policy for Data Augmentation Nov 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Focus on the present: a regularization method for the ASR source-target attention layer Nov 2, 2020 Decoder speech-recognition
— Unverified Multitask Learning and Joint Optimization for Transformer-RNN-Transducer Speech Recognition Nov 2, 2020 speech-recognition Speech Recognition
— Unverified Direct Segmentation Models for Streaming Speech Translation Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 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 ELITR: European Live Translator Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 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 Simultaneous Translation Nov 1, 2020 Machine Translation speech-recognition
— Unverified Effectively pretraining a speech translation decoder with Machine Translation data Nov 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving End-to-End Bangla Speech Recognition with Semi-supervised Training 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 