Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hardware Implementation of Hyperbolic Tangent Function using Catmull-Rom Spline Interpolation Jul 13, 2020 Object Recognition speech-recognition
— Unverified Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation Jul 13, 2020 object-detection Object Detection
— Unverified Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention Jul 13, 2020 Automatic Lyrics Transcription speech-recognition
Code Code Available SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems Jul 13, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results Jul 12, 2020 Data Augmentation Language Identification
— Unverified TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Jul 12, 2020 Keyword Spotting Self-Supervised Learning
Code Code Available DARF: A data-reduced FADE version for simulations of speech recognition thresholds with real hearing aids Jul 10, 2020 Sentence speech-recognition
Code Code Available Class LM and word mapping for contextual biasing in End-to-End ASR Jul 10, 2020 speech-recognition Speech Recognition
— Unverified Fast Transformers with Clustered Attention Jul 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available AdaScale SGD: A User-Friendly Algorithm for Distributed Training Jul 9, 2020 image-classification Image Classification
Code Code Available Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Jul 6, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Prediction of Punctuation and Truecasing for Medical ASR Jul 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Graph Random Process for Relational-Thinking-Based Speech Recognition Jul 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Jul 3, 2020 Natural Language Understanding speech-recognition
— Unverified CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge Jul 3, 2020 image-classification Image Classification
— Unverified LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity Jul 1, 2020 Classification General Classification
— Unverified Multi-Task Variational Information Bottleneck Jul 1, 2020 Multi-Task Learning speech-recognition
— Unverified Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings Jul 1, 2020 GPU speech-recognition
Code Code Available The AFRL IWSLT 2020 Systems: Work-From-Home Edition Jul 1, 2020 Action Detection Activity Detection
— Unverified Tigrinya Automatic Speech recognition with Morpheme based recognition units Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Large Vocabulary Read Speech Corpora for Four Ethiopian Languages: Amharic, Tigrigna, Oromo, and Wolaytta Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CUNI Neural ASR with Phoneme-Level Intermediate Step for -Native at IWSLT 2020 Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Neural Machine Translation with ASR Errors Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Applications of Natural Language Processing in Bilingual Language Teaching: An Indonesian-English Case Study Jul 1, 2020 speech-recognition Speech Recognition
— Unverified Towards Understanding ASR Error Correction for Medical Conversations Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multimodal and Multiresolution Speech Recognition with Transformers Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations Jul 1, 2020 Action Detection Activity Detection
— Unverified SimulSpeech: End-to-End Simultaneous Speech to Text Translation Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition Jun 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory Jun 29, 2020 speech-recognition Speech Recognition
Code Code Available Streaming Transformer ASR with Blockwise Synchronous Inference Jun 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals Jun 25, 2020 speech-recognition Speech Recognition
— Unverified Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion Jun 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Cross-lingual Representation Learning for Speech Recognition Jun 24, 2020 Quantization Representation Learning
Code Code Available One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble Jun 23, 2020 All Grapheme-to-Phoneme Conversion
— Unverified Self-Supervised Representations Improve End-to-End Speech Translation Jun 22, 2020 Cross-Lingual Transfer speech-recognition
— Unverified Bayesian Neural Networks: An Introduction and Survey Jun 22, 2020 BIG-bench Machine Learning regression
— Unverified wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Jun 20, 2020 Quantization Self-Supervised Learning
Code Code Available Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition Jun 20, 2020 Clustering Ensemble Learning
— Unverified Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers Jun 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Boosting Active Learning for Speech Recognition with Noisy Pseudo-labeled Samples Jun 19, 2020 Active Learning Automatic Speech Recognition
— Unverified Automatic Speech Recognition Benchmark for Air-Traffic Communications Jun 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Quantization of Acoustic Model Parameters in Automatic Speech Recognition Framework Jun 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 