Segmental Recurrent Neural Networks for End-to-end Speech Recognition Mar 1, 2016 Acoustic Modelling Language Modeling
— Unverified Adaptive Frequency Cepstral Coefficients for Word Mispronunciation Detection Feb 25, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The IBM 2016 Speaker Recognition System Feb 23, 2016 2k Automatic Speech Recognition
— Unverified Communication-Efficient Learning of Deep Networks from Decentralized Data Feb 17, 2016 Federated Learning Speech Recognition
Code Code Available Deep Learning on FPGAs: Past, Present, and Future Feb 13, 2016 Deep Learning GPU
— Unverified Signer-independent Fingerspelling Recognition with Deep Neural Network Adaptation Feb 13, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Lipreading with Long Short-Term Memory Jan 29, 2016 Lipreading speech-recognition
— Unverified Intelligent Conversational Bot for Massive Online Open Courses (MOOCs) Jan 26, 2016 General Knowledge speech-recognition
— Unverified Character-Level Incremental Speech Recognition with Recurrent Neural Networks Jan 25, 2016 Language Modeling Language Modelling
Code Code Available Automatic recognition of element classes and boundaries in the birdsong with variable sequences Jan 23, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition Jan 22, 2016 speech-recognition Speech Recognition
— Unverified Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition Jan 22, 2016 Dictionary Learning speech-recognition
— Unverified Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model Jan 13, 2016 Attribute Decoder
— Unverified Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation Jan 12, 2016 speech-recognition Speech Recognition
— Unverified Using Filter Banks in Convolutional Neural Networks for Texture Classification Jan 12, 2016 Classification General Classification
Code Code Available Evaluating the Performance of a Speech Recognition based System Jan 11, 2016 speech-recognition Speech Recognition
— Unverified Environmental Noise Embeddings for Robust Speech Recognition Jan 11, 2016 Management Multi-Task Learning
— Unverified Minimally Supervised Number Normalization Jan 1, 2016 speech-recognition Speech Recognition
— Unverified Sparse Non-negative Matrix Language Modeling Jan 1, 2016 Automatic Speech Recognition (ASR) Language Modeling
— Unverified Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency Dec 28, 2015 Language Modelling speech-recognition
— Unverified Statistical and Computational Guarantees for the Baum-Welch Algorithm Dec 27, 2015 Econometrics speech-recognition
— Unverified Recent Advances in Convolutional Neural Networks Dec 22, 2015 speech-recognition Speech Recognition
— Unverified The 2015 Sheffield System for Transcription of Multi-Genre Broadcast Media Dec 21, 2015 Acoustic Modelling Automatic Speech Recognition
— Unverified Can Pretrained Neural Networks Detect Anatomy? Dec 18, 2015 Anatomy speech-recognition
— Unverified Strategies for Training Large Vocabulary Neural Language Models Dec 15, 2015 Machine Translation speech-recognition
Code Code Available Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition Dec 14, 2015 speech-recognition Speech Recognition
— Unverified Open Source German Distant Speech Recognition: Corpus and Acoustic Model Dec 11, 2015 Distant Speech Recognition speech-recognition
Code Code Available Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey Dec 10, 2015 Deep Learning Face Recognition
— Unverified Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dec 8, 2015 Accented Speech Recognition Noisy Speech Recognition
Code Code Available Deep Learning for Single and Multi-Session i-Vector Speaker Recognition Dec 8, 2015 Speaker Recognition speech-recognition
— Unverified THCHS-30 : A Free Chinese Speech Corpus Dec 7, 2015 speech-recognition Speech Recognition
Code Code Available 調變頻譜分解技術於強健語音辨識之研究 (Investigating Modulation Spectrum Factorization Techniques for Robust Speech Recognition) [In Chinese] Dec 1, 2015 Robust Speech Recognition speech-recognition
— Unverified Development of Speech corpora for different Speech Recognition tasks in Malayalam language Dec 1, 2015 speech-recognition Speech Recognition
— Unverified Isolated Word Recognition System for Malayalam using Machine Learning Dec 1, 2015 BIG-bench Machine Learning Speech Recognition
— Unverified Listening With Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines Dec 1, 2015 speech-recognition Speech Recognition
— Unverified Calibrated Structured Prediction Dec 1, 2015 Medical Diagnosis Optical Character Recognition
Code Code Available A Short Survey on Data Clustering Algorithms Nov 25, 2015 Clustering Financial Analysis
— Unverified Spoken Language Translation for Polish Nov 24, 2015 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification Nov 21, 2015 General Classification Phoneme Recognition
— Unverified Transfer Learning for Speech and Language Processing Nov 19, 2015 Multi-Task Learning speech-recognition
— Unverified Task Loss Estimation for Sequence Prediction Nov 19, 2015 Decoder Language Modeling
Code Code Available Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition Nov 19, 2015 Robust Speech Recognition Speech Enhancement
— Unverified Blending LSTMs into CNNs Nov 19, 2015 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhancements in statistical spoken language translation by de-normalization of ASR results Nov 18, 2015 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning to retrieve out-of-vocabulary words in speech recognition Nov 17, 2015 Retrieval speech-recognition
— Unverified Latent Dirichlet Allocation Based Organisation of Broadcast Media Archives for Deep Neural Network Adaptation Nov 16, 2015 Acoustic Modelling Automatic Speech Recognition
— Unverified Neural Programmer: Inducing Latent Programs with Gradient Descent Nov 16, 2015 Question Answering speech-recognition
— Unverified Learning Representations of Affect from Speech Nov 15, 2015 Denoising Emotion Classification
— Unverified Towards Structured Deep Neural Network for Automatic Speech Recognition Nov 8, 2015 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition Oct 30, 2015 Prediction speech-recognition
— Unverified 