Training ASR models by Generation of Contextual Information Oct 27, 2019 Decoder speech-recognition
— Unverified Meta Learning for End-to-End Low-Resource Speech Recognition Oct 26, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition Oct 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering Oct 25, 2019 Language Modeling Language Modelling
— Unverified Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks Oct 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Towards Online End-to-end Transformer Automatic Speech Recognition Oct 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Bayesian Approach to Recurrence in Neural Networks Oct 24, 2019 speech-recognition Speech Recognition
— Unverified ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit Oct 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Recognizing long-form speech using streaming end-to-end models Oct 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition Oct 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition Oct 24, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Empirical Study of Efficient ASR Rescoring with Transformers Oct 24, 2019 Knowledge Distillation Language Modeling
— Unverified A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models Oct 23, 2019 speech-recognition Speech Recognition
Code Code Available RNN based Incremental Online Spoken Language Understanding Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Dynamic WFST Decoding for Personalized Language Models Oct 23, 2019 Decoder Language Modeling
— Unverified Analyzing ASR pretraining for low-resource speech-to-text translation Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A practical two-stage training strategy for multi-stream end-to-end speech recognition Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Transformer-based Acoustic Modeling for Hybrid Speech Recognition Oct 22, 2019 Language Modeling Language Modelling
— Unverified Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing Oct 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Robust Neural Machine Translation for Clean and Noisy Speech Transcripts Oct 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Example Detection by Classification for Deep Speech Recognition Oct 22, 2019 Classification General Classification
Code Code Available G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR Oct 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks Oct 21, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Signal Combination for Language Identification Oct 21, 2019 Language Identification speech-recognition
— Unverified Predicting ice flow using machine learning Oct 20, 2019 BIG-bench Machine Learning Management
— Unverified Neuro-SERKET: Development of Integrative Cognitive System through the Composition of Deep Probabilistic Generative Models Oct 20, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Speech Recognition: A review for the French Language Oct 18, 2019 speech-recognition Speech Recognition
— Unverified Indian EmoSpeech Command Dataset: A dataset for emotion based speech recognition in the wild Oct 18, 2019 Emotion Recognition Keyword Spotting
Code Code Available LibriVoxDeEn: A Corpus for German-to-English Speech Translation and German Speech Recognition Oct 17, 2019 Sentence speech-recognition
Code Code Available Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model Oct 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Detecting Multiple Speech Disfluencies using a Deep Residual Network with Bidirectional Long Short-Term Memory Oct 17, 2019 General Classification speech-recognition
— Unverified Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition Oct 16, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Transformer ASR with Contextual Block Processing Oct 16, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition Oct 15, 2019 speech-recognition Speech Recognition
— Unverified Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition Oct 15, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Transfer Learning for Algorithm Recommendation Oct 15, 2019 BIG-bench Machine Learning image-classification
— Unverified A Research Platform for Multi-Robot Dialogue with Humans Oct 12, 2019 Dialogue Management Management
— Unverified VAIS ASR: Building a conversational speech recognition system using language model combination Oct 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Query-by-example on-device keyword spotting Oct 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hear "No Evil", See "Kenansville": Efficient and Transferable Black-Box Attacks on Speech Recognition and Voice Identification Systems Oct 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified One-To-Many Multilingual End-to-end Speech Translation Oct 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning Oct 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions Oct 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Modeling Confidence in Sequence-to-Sequence Models Oct 4, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Distributed Learning of Deep Neural Networks using Independent Subnet Training Oct 4, 2019 BIG-bench Machine Learning Image Classification
Code Code Available SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition Oct 4, 2019 Inference Optimization speech-recognition
— Unverified Convolutional Neural Networks for Speech Controlled Prosthetic Hands Oct 3, 2019 speech-recognition Speech Recognition
— Unverified Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System Oct 3, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition Oct 2, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 