Cross-Lingual Word Embeddings for Low-Resource Language Modeling Apr 1, 2017 Cross-Lingual Word Embeddings Language Modeling
— Unverified Robust Training under Linguistic Adversity Apr 1, 2017 Sentiment Analysis Speech Recognition
Code Code Available A Hierarchical Neural Model for Learning Sequences of Dialogue Acts Apr 1, 2017 Automatic Speech Recognition (ASR) Machine Translation
— Unverified Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech Apr 1, 2017 Speech Recognition
— Unverified An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters Apr 1, 2017 Language Modeling Language Modelling
— Unverified TopologyNet: Topology based deep convolutional neural networks for biomolecular property predictions Mar 31, 2017 speech-recognition Speech Recognition
— Unverified Simplified End-to-End MMI Training and Voting for ASR Mar 30, 2017 Decoder General Classification
— Unverified Learning Similarity Functions for Pronunciation Variations Mar 28, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Processing of Deep Neural Networks: A Tutorial and Survey Mar 27, 2017 Benchmarking speech-recognition
— Unverified Batch-normalized joint training for DNN-based distant speech recognition Mar 24, 2017 Distant Speech Recognition Speech Enhancement
— Unverified Sequence-to-Sequence Models Can Directly Translate Foreign Speech Mar 24, 2017 Decoder Machine Translation
Code Code Available A network of deep neural networks for distant speech recognition Mar 23, 2017 Distant Speech Recognition Speech Enhancement
— Unverified Direct Acoustics-to-Word Models for English Conversational Speech Recognition Mar 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Recognizing Multi-talker Speech with Permutation Invariant Training Mar 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Topic Identification for Speech without ASR Mar 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Digital Neuromorphic Architecture Efficiently Facilitating Complex Synaptic Response Functions Applied to Liquid State Machines Mar 21, 2017 speech-recognition Speech Recognition
— Unverified Deep LSTM for Large Vocabulary Continuous Speech Recognition Mar 21, 2017 speech-recognition Speech Recognition
— Unverified Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling Mar 17, 2017 GPU speech-recognition
— Unverified Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting Mar 15, 2017 Keyword Spotting Small-Footprint Keyword Spotting
— Unverified Multichannel End-to-end Speech Recognition Mar 14, 2017 Decoder Language Modeling
— Unverified Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks Mar 14, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparison of echo state network output layer classification methods on noisy data Mar 13, 2017 Event Detection General Classification
— Unverified Combining Residual Networks with LSTMs for Lipreading Mar 12, 2017 Lipreading Lip Reading
Code Code Available Deep Reservoir Computing Using Cellular Automata Mar 8, 2017 speech-recognition Speech Recognition
— Unverified English Conversational Telephone Speech Recognition by Humans and Machines Mar 6, 2017 Language Modeling Language Modelling
— Unverified Exponential Moving Average Model in Parallel Speech Recognition Training Mar 3, 2017 speech-recognition Speech Recognition
— Unverified DECCA Repurposed: Detecting transcription inconsistencies without an orthographic standard Mar 1, 2017 Automatic Speech Recognition (ASR) Speech Recognition
— Unverified Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling Mar 1, 2017 Computational Efficiency speech-recognition
— Unverified Modular Representation of Layered Neural Networks Mar 1, 2017 speech-recognition Speech Recognition
— Unverified CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi Feb 25, 2017 Self-Driving Cars speech-recognition
— Unverified Residual Convolutional CTC Networks for Automatic Speech Recognition Feb 24, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequence Modeling via Segmentations Feb 24, 2017 Segmentation speech-recognition
Code Code Available Pronunciation recognition of English phonemes /@/, /æ/, /A:/ and /2/ using Formants and Mel Frequency Cepstral Coefficients Feb 23, 2017 speech-recognition Speech Recognition
— Unverified Multitask Learning with CTC and Segmental CRF for Speech Recognition Feb 21, 2017 speech-recognition Speech Recognition
— Unverified On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition Feb 14, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A case study on using speech-to-translation alignments for language documentation Feb 14, 2017 speech-recognition Speech Recognition
— Unverified A Morphology-aware Network for Morphological Disambiguation Feb 13, 2017 Deep Learning Feature Engineering
Code Code Available Towards speech-to-text translation without speech recognition Feb 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Search Intelligence: Deep Learning For Dominant Category Prediction Feb 6, 2017 Classification Deep Learning
— Unverified Structural Analysis of Hindi Phonetics and A Method for Extraction of Phonetically Rich Sentences from a Very Large Hindi Text Corpus Jan 30, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comprehensive Survey on Bengali Phoneme Recognition Jan 27, 2017 Automatic Phoneme Recognition Phoneme Recognition
— Unverified Learning Word-Like Units from Joint Audio-Visual Analysis Jan 25, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Network Guided Proof Search Jan 24, 2017 Deep Learning Game of Go
— Unverified Regularizing Neural Networks by Penalizing Confident Output Distributions Jan 23, 2017 General Classification image-classification
Code Code Available First Automatic Fongbe Continuous Speech Recognition System: Development of Acoustic Models and Language Models Jan 21, 2017 Language Modeling Language Modelling
Code Code Available Lyrics-to-Audio Alignment by Unsupervised Discovery of Repetitive Patterns in Vowel Acoustics Jan 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-To-End Visual Speech Recognition With LSTMs Jan 20, 2017 Classification General Classification
— Unverified Deep Learning for Computational Chemistry Jan 17, 2017 BIG-bench Machine Learning Computational chemistry
— Unverified Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading Jan 16, 2017 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified End-to-End ASR-free Keyword Search from Speech Jan 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 