Exploiting Adapters for Cross-lingual Low-resource Speech Recognition May 18, 2021 Cross-Lingual ASR General Knowledge
Code Code Available LiSTra, Automatic Speech Translation: English to Lingala case study May 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks May 15, 2021 speech-recognition Speech Recognition
Code Code Available Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation May 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End May 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition May 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders May 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified StutterNet: Stuttering Detection Using Time Delay Neural Network May 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition May 12, 2021 speech-recognition Speech Recognition
— Unverified Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation May 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech May 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified What shall we do with an hour of data? Speech recognition for the un- and under-served languages of Common Voice May 10, 2021 speech-recognition Speech Recognition
— Unverified English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System May 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition May 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech May 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Latency-Controlled Neural Architecture Search for Streaming Speech Recognition May 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Weight factorization for Multilingual Speech Recognition May 7, 2021 speech-recognition Speech Recognition
— Unverified SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts May 7, 2021 Diversity Mixture-of-Experts
Code Code Available Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices May 6, 2021 Autonomous Vehicles Deep Learning
— Unverified Software Engineering for AI-Based Systems: A Survey May 5, 2021 Autonomous Driving software testing
Code Code Available Accent Recognition with Hybrid Phonetic Features May 5, 2021 Audio Classification Automatic Speech Recognition
— Unverified Performance Evaluation of Deep Convolutional Maxout Neural Network in Speech Recognition May 4, 2021 speech-recognition Speech Recognition
— Unverified Streaming end-to-end speech recognition with jointly trained neural feature enhancement May 4, 2021 speech-recognition Speech Recognition
— Unverified Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models May 3, 2021 speech-recognition Speech Recognition
— Unverified On the limit of English conversational speech recognition May 3, 2021 Decoder English Conversational Speech Recognition
— Unverified Hybrid Intelligence May 3, 2021 speech-recognition Speech Recognition
— Unverified Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks May 2, 2021 Decoder speech-recognition
— Unverified Spectral modification for recognition of children’s speech undermismatched conditions May 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deformable TDNN with adaptive receptive fields for speech recognition Apr 30, 2021 speech-recognition Speech Recognition
— Unverified Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application Apr 29, 2021 speech-recognition Speech Recognition
— Unverified End-to-End Speech Recognition from Federated Acoustic Models Apr 29, 2021 2k 4k
Code Code Available Personalized Keyphrase Detection using Speaker and Environment Information Apr 28, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On Addressing Practical Challenges for RNN-Transducer Apr 27, 2021 speech-recognition Speech Recognition
— Unverified Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users Apr 27, 2021 Language Identification Representation Learning
Code Code Available Head-synchronous Decoding for Transformer-based Streaming ASR Apr 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Semantic Data Augmentation for End-to-End Mandarin Speech Recognition Apr 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction Apr 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bridging the gap between streaming and non-streaming ASR systems bydistilling ensembles of CTC and RNN-T models Apr 25, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Quantization of Deep Neural Networks for Accurate Edge Computing Apr 25, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST Apr 25, 2021 speech-recognition Speech Recognition
— Unverified Language ID Prediction from Speech Using Self-Attentive Pooling and 1D-Convolutions Apr 24, 2021 Language Identification speech-recognition
— Unverified LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Apr 23, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Protecting gender and identity with disentangled speech representations Apr 22, 2021 Privacy Preserving Representation Learning
— Unverified Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Apr 22, 2021 Domain Adaptation Language Modeling
— Unverified Discriminative Self-training for Punctuation Prediction Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On Sampling-Based Training Criteria for Neural Language Modeling Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scene-aware Far-field Automatic Speech Recognition Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Disfluency Detection with Unlabeled Data and Small BERT Models Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 