Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network Nov 15, 2019 Decoder Denoising
Code Code Available Independent and automatic evaluation of acoustic-to-articulatory inversion models Nov 15, 2019 speech-recognition Speech Recognition
Code Code Available 3-D Feature and Acoustic Modeling for Far-Field Speech Recognition Nov 13, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design Nov 13, 2019 BIG-bench Machine Learning Natural Language Understanding
— Unverified Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? Nov 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Long-span language modeling for speech recognition Nov 11, 2019 Language Modeling Language Modelling
— Unverified Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning Nov 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Listen and Fill in the Missing Letters: Non-Autoregressive Transformer for Speech Recognition Nov 10, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Nov 10, 2019 Caption Generation Image Generation
— Unverified Effectiveness of self-supervised pre-training for speech recognition Nov 10, 2019 Language Modelling Quantization
Code Code Available Evaluating Voice Conversion-based Privacy Protection against Informed Attackers Nov 10, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speaker Adaptation for Attention-Based End-to-End Speech Recognition Nov 9, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Simplified Fully Quantized Transformer for End-to-end Speech Recognition Nov 9, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Recurrent Neural Network Transducer for Audio-Visual Speech Recognition Nov 8, 2019 Audio-Visual Speech Recognition Lipreading
Code Code Available Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates Nov 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery Nov 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Boosting LSTM Performance Through Dynamic Precision Selection Nov 7, 2019 Machine Translation speech-recognition
— Unverified A comparison of end-to-end models for long-form speech recognition Nov 6, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RNN-T For Latency Controlled ASR With Improved Beam Search Nov 5, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification Nov 4, 2019 Classification General Classification
— Unverified SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network Nov 4, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesis Nov 4, 2019 Speaker Verification Speech Enhancement
Code Code Available Onssen: an open-source speech separation and enhancement library Nov 3, 2019 Deep Clustering speech-recognition
Code Code Available Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems Nov 3, 2019 Adversarial Attack Speaker Recognition
Code Code Available The IWSLT 2019 KIT Speech Translation System Nov 1, 2019 speech-recognition Speech Recognition
— Unverified Multi-Task Modeling of Phonographic Languages: Translating Middle Egyptian Hieroglyphs Nov 1, 2019 Machine Translation Multi-Task Learning
— Unverified Data Augmentation for End-to-End Speech Translation: FBK@IWSLT ‘19 Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding Nov 1, 2019 Decoder speech-recognition
— Unverified Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules Nov 1, 2019 Deep Learning Dialogue Management
— Unverified Entity resolution for noisy ASR transcripts Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization Nov 1, 2019 Noise Estimation speech-recognition
— Unverified A neural document language modeling framework for spoken document retrieval Oct 31, 2019 Information Retrieval Language Modeling
— Unverified Multi-scale Octave Convolutions for Robust Speech Recognition Oct 31, 2019 Computational Efficiency Robust Speech Recognition
— Unverified Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer Oct 30, 2019 Language Modeling Language Modelling
— Unverified Does Speech enhancement of publicly available data help build robust Speech Recognition Systems? Oct 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation Oct 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Oct 29, 2019 image-classification Image Classification
— Unverified Transformer-based Cascaded Multimodal Speech Translation Oct 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised pre-training for sequence to sequence speech recognition Oct 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DFSMN-SAN with Persistent Memory Model for Automatic Speech Recognition Oct 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding Oct 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning Oct 28, 2019 Clustering Phoneme Recognition
— Unverified Transformer-Transducer: End-to-End Speech Recognition with Self-Attention Oct 28, 2019 speech-recognition Speech Recognition
— Unverified 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 Towards Online End-to-end Transformer Automatic Speech Recognition Oct 25, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— 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 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 