Acoustic Modeling Using a Shallow CNN-HTSVM Architecture Jun 27, 2017 speech-recognition Speech Recognition
— Unverified A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation Jun 24, 2017 speech-recognition Speech Recognition
— Unverified Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks Jun 22, 2017 Audio Classification Classification
— Unverified Automatic Quality Estimation for ASR System Combination Jun 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Analysis of dropout learning regarded as ensemble learning Jun 20, 2017 Ensemble Learning Object Recognition
— Unverified Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models Jun 20, 2017 Computational chemistry Deep Learning
Code Code Available 3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition Jun 18, 2017 Speaker Verification speech-recognition
Code Code Available An online sequence-to-sequence model for noisy speech recognition Jun 16, 2017 Noisy Speech Recognition speech-recognition
— Unverified An Overview of Multi-Task Learning in Deep Neural Networks Jun 15, 2017 BIG-bench Machine Learning Drug Discovery
Code Code Available Modelling prosodic structure using Artificial Neural Networks Jun 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Acoustic data-driven lexicon learning based on a greedy pronunciation selection framework Jun 12, 2017 speech-recognition Speech Recognition
— Unverified End-to-end neural networks for subvocal speech recognition Jun 11, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Optimizing expected word error rate via sampling for speech recognition Jun 8, 2017 speech-recognition Speech Recognition
— Unverified Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Jun 8, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition Jun 7, 2017 Emotion Recognition Event Detection
— Unverified Transfer Learning for Speech Recognition on a Budget Jun 1, 2017 GPU speech-recognition
Code Code Available Using of heterogeneous corpora for training of an ASR system Jun 1, 2017 speech-recognition Speech Recognition
— Unverified Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments May 30, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DNN-based uncertainty estimation for weighted DNN-HMM ASR May 29, 2017 speech-recognition Speech Recognition
— Unverified ASR error management for improving spoken language understanding May 26, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Semi-Supervised Model Training for Unbounded Conversational Speech Recognition May 26, 2017 Language Modeling Language Modelling
— Unverified Fast-Slow Recurrent Neural Networks May 24, 2017 Language Modeling Language Modelling
Code Code Available Anti-spoofing Methods for Automatic SpeakerVerification System May 24, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Local Monotonic Attention Mechanism for End-to-End Speech and Language Processing May 23, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards a Knowledge Graph based Speech Interface May 23, 2017 Knowledge Graphs Question Answering
— Unverified Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition May 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Voltage-Driven Domain-Wall Motion based Neuro-Synaptic Devices for Dynamic On-line Learning May 19, 2017 Lifelong learning speech-recognition
— Unverified Learning Hard Alignments with Variational Inference May 16, 2017 Hard Attention Image Captioning
— Unverified Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks May 13, 2017 speech-recognition Speech Recognition
— Unverified A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA May 7, 2017 CPU Denoising
Code Code Available A Generative Model of a Pronunciation Lexicon for Hindi May 6, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A comprehensive study of batch construction strategies for recurrent neural networks in MXNet May 5, 2017 Noisy Speech Recognition speech-recognition
— Unverified Acoustic Model Compression with MAP adaptation May 1, 2017 Automatic Speech Recognition (ASR) model
— Unverified Speech-Based Visual Question Answering May 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available M\'alr\'omur: A Manually Verified Corpus of Recorded Icelandic Speech May 1, 2017 Automatic Speech Recognition (ASR) Speech Recognition
— Unverified Deep Learning in the Automotive Industry: Applications and Tools Apr 30, 2017 Deep Learning image-classification
— Unverified Intelligent Personal Assistant with Knowledge Navigation Apr 28, 2017 speech-recognition Speech Recognition
— Unverified Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading Apr 26, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database Apr 26, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Mobile Keyboard Input Decoding with Finite-State Transducers Apr 13, 2017 Decoder speech-recognition
— Unverified ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks Apr 13, 2017 General Classification image-classification
— Unverified Deep Multimodal Representation Learning from Temporal Data Apr 11, 2017 Audio-Visual Speech Recognition Representation Learning
— Unverified Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities Apr 10, 2017 speech-recognition Speech Recognition
— Unverified An Outlyingness Matrix for Multivariate Functional Data Classification Apr 9, 2017 Classification General Classification
— Unverified Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Apr 5, 2017 Decoder Phoneme Recognition
— Unverified On Generalization and Regularization in Deep Learning Apr 5, 2017 BIG-bench Machine Learning Deep Learning
— Unverified Online and Linear-Time Attention by Enforcing Monotonic Alignments Apr 3, 2017 Machine Translation Sentence
Code Code Available Real-Time Keyword Extraction from Conversations Apr 1, 2017 Automatic Speech Recognition (ASR) Keyword Extraction
— Unverified An enhanced automatic speech recognition system for Arabic Apr 1, 2017 Arabic Speech Recognition Automatic Speech Recognition
— Unverified An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters Apr 1, 2017 Language Modeling Language Modelling
— Unverified 