Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection Jul 26, 2020 image-classification Image Classification
Code Code Available Video Super Resolution Based on Deep Learning: A Comprehensive Survey Jul 25, 2020 Deep Learning speech-recognition
— Unverified Consistent Transcription and Translation of Speech Jul 24, 2020 speech-recognition Speech Recognition
Code Code Available Applying GPGPU to Recurrent Neural Network Language Model based Fast Network Search in the Real-Time LVCSR Jul 23, 2020 Language Modeling Language Modelling
— Unverified Sequential Routing Framework: Fully Capsule Network-based Speech Recognition Jul 23, 2020 speech-recognition Speech Recognition
Code Code Available Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models Jul 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition Jul 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DiffRNN: Differential Verification of Recurrent Neural Networks Jul 20, 2020 speech-recognition Speech Recognition
— Unverified Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping Jul 17, 2020 Decoder Speaker Verification
— Unverified Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation Jul 13, 2020 object-detection Object Detection
— Unverified 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 Hardware Implementation of Hyperbolic Tangent Function using Catmull-Rom Spline Interpolation Jul 13, 2020 Object Recognition speech-recognition
— 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 Class LM and word mapping for contextual biasing in End-to-End ASR Jul 10, 2020 speech-recognition Speech Recognition
— Unverified 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 The AFRL IWSLT 2020 Systems: Work-From-Home Edition Jul 1, 2020 Action Detection Activity Detection
— 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 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 Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation 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 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 CUNI Neural ASR with Phoneme-Level Intermediate Step for -Native at IWSLT 2020 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 Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings Jul 1, 2020 GPU speech-recognition
Code Code Available Towards Understanding ASR Error Correction for Medical Conversations 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 Tigrinya Automatic Speech recognition with Morpheme based recognition units 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 LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity Jul 1, 2020 Classification General Classification
— Unverified Robust Neural Machine Translation with ASR Errors Jul 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Task Variational Information Bottleneck Jul 1, 2020 Multi-Task Learning speech-recognition
— 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 Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion Jun 25, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 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 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 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 