WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation Nov 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Nov 17, 2020 Cloud Computing Edge-computing
— Unverified 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)
— Unverified Refining Automatic Speech Recognition System for older adults Nov 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency Nov 16, 2020 Compressive Sensing Edge-computing
Code Code Available Audio-visual Multi-channel Integration and Recognition of Overlapped Speech Nov 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Shallow Fusion for RNN-T Personalization Nov 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information Nov 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learn an Effective Lip Reading Model without Pains Nov 15, 2020 Lipreading Lip Reading
Code Code Available 11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks Nov 14, 2020 Board Games Medical Diagnosis
— Unverified Self-supervised reinforcement learning for speaker localisation with the iCub humanoid robot Nov 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Text Augmentation for Language Models in High Error Recognition Scenario Nov 11, 2020 Data Augmentation speech-recognition
Code Code Available Towards Semi-Supervised Semantics Understanding from Speech Nov 11, 2020 speech-recognition Speech Recognition
— Unverified FAT: Training Neural Networks for Reliable Inference Under Hardware Faults Nov 11, 2020 image-classification Image Classification
— Unverified On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Nov 11, 2020 speech-recognition Speech Recognition
— Unverified Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through Gradients Nov 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS Nov 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR Nov 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework Nov 9, 2020 Cardiac Segmentation image-classification
— Unverified Personalized Query Rewriting in Conversational AI Agents Nov 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition Nov 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient End-to-End Speech Recognition Using Performers in Conformers Nov 9, 2020 speech-recognition Speech Recognition
— Unverified Nanopore Base Calling on the Edge Nov 9, 2020 speech-recognition Speech Recognition
Code Code Available On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers Nov 8, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— 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 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 Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages 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 Alignment Restricted Streaming Recurrent Neural Network Transducer Nov 5, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving RNN Transducer Based ASR with Auxiliary Tasks Nov 5, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Domain Adaptation Using Class Similarity for Robust Speech Recognition Nov 5, 2020 Domain Adaptation Robust Speech Recognition
Code Code Available Multi-Accent Adaptation based on Gate Mechanism Nov 5, 2020 Multi-Task Learning speech-recognition
— Unverified Paralinguistic Privacy Protection at the Edge Nov 4, 2020 CPU Knowledge Distillation
— Unverified Cross-Lingual Machine Speech Chain for Javanese, Sundanese, Balinese, and Bataks Speech Recognition and Synthesis Nov 4, 2020 Machine Translation speech-recognition
— Unverified Data Augmentation for End-to-end Code-switching Speech Recognition Nov 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time Nov 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition Nov 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework Nov 4, 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
— Unverified DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays Nov 3, 2020 Diversity Noise Estimation
Code Code Available Improving RNN transducer with normalized jointer network Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dynamic latency speech recognition with asynchronous revision Nov 3, 2020 Decoder speech-recognition
— 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 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 Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Unsupervised Pattern Discovery from Thematic Speech Archives Based on Multilingual Bottleneck Features Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Warped Language Models for Noise Robust Language Understanding Nov 3, 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 Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation Nov 2, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 