A Hardware-Oriented and Memory-Efficient Method for CTC Decoding May 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks May 6, 2019 Bayesian Optimization Data Augmentation
Code Code Available Meeting Transcription Using Virtual Microphone Arrays May 3, 2019 speaker-diarization Speaker Diarization
— Unverified Parity Models: A General Framework for Coding-Based Resilience in ML Inference May 2, 2019 BIG-bench Machine Learning image-classification
— Unverified Curvature: A signature for Action Recognition in Video Sequences Apr 30, 2019 Action Recognition Few-Shot Learning
— Unverified English Broadcast News Speech Recognition by Humans and Machines Apr 30, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Very Deep Self-Attention Networks for End-to-End Speech Recognition Apr 30, 2019 speech-recognition Speech Recognition
— Unverified Deep Learning for Audio Signal Processing Apr 30, 2019 Audio Signal Processing Automatic Speech Recognition
Code Code Available Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text Apr 30, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Speaker Adaptation Apr 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition Apr 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition Apr 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attentive Adversarial Learning for Domain-Invariant Training Apr 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors Apr 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Phonetically-Oriented Word Error Alignment for Speech Recognition Error Analysis in Speech Translation Apr 24, 2019 speech-recognition Speech Recognition
Code Code Available Realizing Petabyte Scale Acoustic Modeling Apr 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances Apr 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified NLP Driven Ensemble Based Automatic Subtitle Generation and Semantic Video Summarization Technique Apr 22, 2019 speech-recognition Speech Recognition
— Unverified A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method Apr 19, 2019 Data-to-Text Generation Diversity
— Unverified An Investigation of End-to-End Multichannel Speech Recognition for Reverberant and Mismatch Conditions Apr 19, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TTS Skins: Speaker Conversion via ASR Apr 18, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Speechtransformer for Large-scale Mandarin Chinese Speech Recognition Apr 17, 2019 Decoder speech-recognition
— Unverified End-to-End Speech Translation with Knowledge Distillation Apr 17, 2019 Knowledge Distillation speech-recognition
— Unverified Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation Apr 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hard Sample Mining for the Improved Retraining of Automatic Speech Recognition Apr 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition Apr 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning Apr 16, 2019 BIG-bench Machine Learning Decision Making
— Unverified CRF-based Single-stage Acoustic Modeling with CTC Topology Apr 16, 2019 Benchmarking Speech Recognition
— Unverified Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Apr 15, 2019 Machine Translation speech-recognition
— Unverified SpeechYOLO: Detection and Localization of Speech Objects Apr 14, 2019 General Classification Keyword Spotting
— Unverified Low-Latency Speaker-Independent Continuous Speech Separation Apr 13, 2019 speech-recognition Speech Recognition
— Unverified STC Speaker Recognition Systems for the VOiCES From a Distance Challenge Apr 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition Apr 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available From Semi-supervised to Almost-unsupervised Speech Recognition with Very-low Resource by Jointly Learning Phonetic Structures from Audio and Text Embeddings Apr 10, 2019 speech-recognition Speech Recognition
— Unverified Distributed Deep Learning Strategies For Automatic Speech Recognition Apr 10, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry Apr 9, 2019 Computational Efficiency Deep Learning
— Unverified Who Needs Words? Lexicon-Free Speech Recognition Apr 9, 2019 speech-recognition Speech Recognition
— Unverified Performance Monitoring for End-to-End Speech Recognition Apr 9, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring Methods for the Automatic Detection of Errors in Manual Transcription Apr 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models Apr 8, 2019 Generative Adversarial Network speech-recognition
— Unverified SPEAK YOUR MIND! Towards Imagined Speech Recognition With Hierarchical Deep Learning Apr 8, 2019 Brain Computer Interface General Classification
— Unverified Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization Apr 8, 2019 Knowledge Distillation Language Modeling
— Unverified A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning Apr 8, 2019 Face Recognition Image Classification
Code Code Available Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data Apr 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation Apr 8, 2019 speech-recognition Speech Recognition
Code Code Available Spoken Language Intent Detection using Confusion2Vec Apr 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion Apr 6, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Jasper: An End-to-End Convolutional Neural Acoustic Model Apr 5, 2019 Decoder Language Modeling
Code Code Available Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Apr 4, 2019 Decoder Language Modeling
— Unverified Massively Multilingual Adversarial Speech Recognition Apr 3, 2019 General Classification speech-recognition
— Unverified 