BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data Jan 28, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Bounds on mutual information of mixture data for classification tasks Jan 27, 2021 Classification General Classification
— Unverified Transformer Based Deliberation for Two-Pass Speech Recognition Jan 27, 2021 Decoder speech-recognition
— Unverified Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yoloxóchitl Mixtec Jan 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Review of Speaker Diarization: Recent Advances with Deep Learning Jan 24, 2021 Deep Learning Retrieval
— Unverified Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks Jan 22, 2021 Representation Learning speech-recognition
Code Code Available Streaming Models for Joint Speech Recognition and Translation Jan 22, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploiting Beam Search Confidence for Energy-Efficient Speech Recognition Jan 22, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Arabic Speech Recognition by End-to-End, Modular Systems and Human Jan 21, 2021 Arabic Speech Recognition Automatic Speech Recognition
Code Code Available Noisy-target Training: A Training Strategy for DNN-based Speech Enhancement without Clean Speech Jan 21, 2021 Speech Enhancement speech-recognition
— Unverified VOTE400(Voide Of The Elderly 400 Hours): A Speech Dataset to Study Voice Interface for Elderly-Care Jan 20, 2021 speech-recognition Speech Recognition
— Unverified UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Jan 19, 2021 Multi-Task Learning Representation Learning
Code Code Available Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition Jan 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast offline Transformer-based end-to-end automatic speech recognition for real-world applications Jan 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An evaluation of word-level confidence estimation for end-to-end automatic speech recognition Jan 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm Jan 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning Efficient Representations for Keyword Spotting with Triplet Loss Jan 12, 2021 Classification Keyword Spotting
Code Code Available BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification Jan 7, 2021 Sentiment Analysis Sentiment Classification
— Unverified Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings Jan 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain-aware Neural Language Models for Speech Recognition Jan 5, 2021 Domain Adaptation domain classification
— Unverified Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional Data Jan 5, 2021 BIG-bench Machine Learning speech-recognition
Code Code Available VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Jan 2, 2021 Representation Learning speech-recognition
Code Code Available DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems Jan 2, 2021 Face Recognition Self-Learning
Code Code Available HMM-based phoneme speech recognition system for the control and command of industrial robots Jan 1, 2021 Industrial Robots Robust Speech Recognition
— Unverified Why Does Decentralized Training Outperform Synchronous Training In The Large Batch Setting? Jan 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The simpler the better: vanilla sgd revisited Jan 1, 2021 image-classification Image Classification
— Unverified Learning Monotonic Alignments with Source-Aware GMM Attention Jan 1, 2021 speech-recognition Speech Recognition
— Unverified Uncertain Out-of-Domain Generalization Jan 1, 2021 Domain Generalization image-classification
— Unverified Learning without Forgetting: Task Aware Multitask Learning for Multi-Modality Tasks Jan 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sparsifying Networks via Subdifferential Inclusion Jan 1, 2021 image-classification Image Classification
— Unverified NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition Jan 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps Dec 29, 2020 All image-classification
Code Code Available Multi-channel Multi-frame ADL-MVDR for Target Speech Separation Dec 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech Synthesis as Augmentation for Low-Resource ASR Dec 23, 2020 Data Augmentation speech-recognition
— Unverified Limitations of Deep Neural Networks: a discussion of G. Marcus' critical appraisal of deep learning Dec 22, 2020 Autonomous Vehicles Deep Learning
— Unverified Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Dec 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews Dec 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Applying Wav2vec2.0 to Speech Recognition in Various Low-resource Languages Dec 22, 2020 speech-recognition Speech Recognition
— Unverified Scalable Optical Learning Operator Dec 22, 2020 speech-recognition Speech Recognition
Code Code Available Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Dec 21, 2020 Information Retrieval Retrieval
— Unverified Adjust-free adversarial example generation in speech recognition using evolutionary multi-objective optimization under black-box condition Dec 21, 2020 Adversarial Attack Automatic Speech Recognition
— Unverified Toward Streaming ASR with Non-Autoregressive Insertion-based Model Dec 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition Dec 17, 2020 Decoder speech-recognition
— Unverified User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis Dec 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring Transfer Learning For End-to-End Spoken Language Understanding Dec 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pre-Training Transformers as Energy-Based Cloze Models Dec 15, 2020 Representation Learning speech-recognition
— Unverified Part-based Lipreading for Audio-Visual Speech Recognition Dec 14, 2020 Audio-Visual Speech Recognition Lipreading
— Unverified A review of on-device fully neural end-to-end automatic speech recognition algorithms Dec 14, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AV Taris: Online Audio-Visual Speech Recognition Dec 14, 2020 Action Detection Activity Detection
Code Code Available Bayesian Learning for Deep Neural Network Adaptation Dec 14, 2020 speech-recognition Speech Recognition
Code Code Available 