Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection Dec 14, 2020 DeepFake Detection Lipreading
Code Code Available Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Dec 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring wav2vec 2.0 on speaker verification and language identification Dec 11, 2020 Language Identification Multi-Task Learning
— Unverified Improved Robustness to Disfluencies in RNN-Transducer Based Speech Recognition Dec 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Dec 11, 2020 Diversity Quantization
Code Code Available Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable Dec 11, 2020 Autonomous Vehicles Decision Making
— Unverified Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition Dec 10, 2020 Decoder Sentence
Code Code Available Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition Dec 10, 2020 Emotion Recognition Speech Emotion Recognition
— Unverified Speech Recognition for Endangered and Extinct Samoyedic languages Dec 9, 2020 speech-recognition Speech Recognition
— Unverified On Knowledge Distillation for Direct Speech Translation Dec 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition Dec 8, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation Dec 8, 2020 Attribute Disentanglement
Code Code Available Using multiple ASR hypotheses to boost i18n NLU performance Dec 7, 2020 Abstractive Text Summarization Automatic Speech Recognition
— Unverified MLS: A Large-Scale Multilingual Dataset for Speech Research Dec 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams Dec 5, 2020 speech-recognition Speech Recognition
Code Code Available Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression Dec 5, 2020 Knowledge Distillation Neural Network Compression
Code Code Available Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition Dec 3, 2020 Language Modeling Language Modelling
— Unverified End to End ASR System with Automatic Punctuation Insertion Dec 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ASR for Non-standardised Languages with Dialectal Variation: the case of Swiss German Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sparse Transcription Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Automatic Speech Recognition for Gujarati Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi Dec 1, 2020 Information Retrieval Machine Translation
— Unverified On-Device detection of sentence completion for voice assistants with low-memory footprint Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting Dec 1, 2020 Sequence-To-Sequence Speech Recognition speech-recognition
— Unverified 100,000 Podcasts: A Spoken English Document Corpus Dec 1, 2020 3D Facial Landmark Localization Automatic Speech Recognition
— Unverified The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Federated Marginal Personalization for ASR Rescoring Dec 1, 2020 Federated Learning speech-recognition
— Unverified Multi-Modal Detection of Alzheimer's Disease from Speech and Text Nov 30, 2020 Multimodal Deep Learning speech-recognition
— Unverified Transformer-Transducers for Code-Switched Speech Recognition Nov 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion Nov 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming end-to-end multi-talker speech recognition Nov 26, 2020 speech-recognition Speech Recognition
— Unverified Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training Nov 26, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Panoramic Survey of Natural Language Processing in the Arab World Nov 25, 2020 Machine Translation Optical Character Recognition
— Unverified Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio Nov 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Discriminative Feature Learning for Accent Recognition Nov 25, 2020 Face Recognition Speaker Identification
Code Code Available A Review of Recent Advances of Binary Neural Networks for Edge Computing Nov 24, 2020 Edge-computing Neural Architecture Search
— Unverified Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech Nov 24, 2020 Data Augmentation Speaker Recognition
— Unverified Adam^+: A Stochastic Method with Adaptive Variance Reduction Nov 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems Nov 23, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-task Language Modeling for Improving Speech Recognition of Rare Words Nov 23, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming Multi-speaker ASR with RNN-T Nov 23, 2020 speech-recognition Speech Recognition
— Unverified An Online Multilingual Hate speech Recognition System Nov 23, 2020 Hate Speech Detection speech-recognition
Code Code Available Deep Learning in EEG: Advance of the Last Ten-Year Critical Period Nov 22, 2020 Brain Computer Interface Deep Learning
— Unverified Improving RNN-T ASR Accuracy Using Context Audio Nov 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos Nov 19, 2020 speech-recognition Speech Recognition
— Unverified 