Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples Feb 13, 2018 Deep Learning Image Segmentation
— Unverified Structured-based Curriculum Learning for End-to-end English-Japanese Speech Translation Feb 13, 2018 Decoder Machine Translation
— Unverified Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Feb 9, 2018 Imputation Language Modeling
Code Code Available Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation Feb 9, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling Feb 7, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Joint Modeling of Accents and Acoustics for Multi-Accent Speech Recognition Feb 7, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders Feb 6, 2018 Classification Decoder
— Unverified Phonetic and Graphemic Systems for Multi-Genre Broadcast Transcription Feb 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Learning Works in Practice. But Does it Work in Theory? Jan 31, 2018 Deep Learning speech-recognition
— Unverified Accelerating recurrent neural network language model based online speech recognition system Jan 30, 2018 CPU GPU
— Unverified A Corpus for Modeling Word Importance in Spoken Dialogue Transcripts Jan 29, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Multi-Biometrics for Twins Identification Based Speech and Ear Jan 27, 2018 speech-recognition Speech Recognition
— Unverified CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition Jan 24, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model Jan 23, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Conversational AI: The Science Behind the Alexa Prize Jan 11, 2018 Management Natural Language Understanding
— Unverified A Hardware-Friendly Algorithm for Scalable Training and Deployment of Dimensionality Reduction Models on FPGA Jan 11, 2018 BIG-bench Machine Learning Dimensionality Reduction
— Unverified Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Jan 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Deep Learning for Forecasting Stock Returns in the Cross-Section Jan 3, 2018 BIG-bench Machine Learning Deep Learning
— Unverified Did you hear that? Adversarial Examples Against Automatic Speech Recognition Jan 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Jan 2, 2018 Decoder Language Modeling
— Unverified Deep Learning: A Critical Appraisal Jan 2, 2018 Deep Learning speech-recognition
Code Code Available Fast Node Embeddings: Learning Ego-Centric Representations Jan 1, 2018 Link Prediction Machine Translation
— Unverified Link Weight Prediction with Node Embeddings Jan 1, 2018 Deep Learning Graph Mining
— Unverified Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction Jan 1, 2018 Dialogue Generation Language Modeling
— Unverified Large Scale Multi-Domain Multi-Task Learning with MultiModel Jan 1, 2018 Image Captioning image-classification
— Unverified Clipping Free Attacks Against Neural Networks Jan 1, 2018 Malware Detection speech-recognition
— Unverified Detecting Institutional Dialog Acts in Police Traffic Stops Jan 1, 2018 speech-recognition Speech Recognition
— Unverified New Baseline in Automatic Speech Recognition for Northern S\'ami Jan 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Gated ConvNets for Letter-Based ASR Jan 1, 2018 Decoder Language Modeling
— Unverified Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation Jan 1, 2018 Autonomous Driving General Classification
— Unverified Phonologically Informed Edit Distance Algorithms for Word Alignment with Low-Resource Languages Jan 1, 2018 Machine Translation Speech Recognition
— Unverified PronouncUR: An Urdu Pronunciation Lexicon Generator Jan 1, 2018 Grapheme-to-Phoneme Conversion Language Modeling
— Unverified The CAPIO 2017 Conversational Speech Recognition System Dec 29, 2017 image-classification Image Classification
— Unverified What do we need to build explainable AI systems for the medical domain? Dec 28, 2017 Autonomous Driving Game of Go
— Unverified Leveraging Native Language Speech for Accent Identification using Deep Siamese Networks Dec 25, 2017 Speaker Profiling speech-recognition
— Unverified On Using Backpropagation for Speech Texture Generation and Voice Conversion Dec 22, 2017 Image Generation speech-recognition
— Unverified Letter-Based Speech Recognition with Gated ConvNets Dec 22, 2017 Decoder Language Modeling
Code Code Available Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works Dec 20, 2017 Deep Learning Information Retrieval
Code Code Available Improving End-to-End Speech Recognition with Policy Learning Dec 19, 2017 speech-recognition Speech Recognition
— Unverified Subword and Crossword Units for CTC Acoustic Models Dec 19, 2017 Language Modeling Language Modelling
— Unverified Improved Regularization Techniques for End-to-End Speech Recognition Dec 19, 2017 Data Augmentation speech-recognition
— Unverified Deep Learning for Distant Speech Recognition Dec 17, 2017 Deep Learning Distant Speech Recognition
— Unverified A Berkeley View of Systems Challenges for AI Dec 15, 2017 Machine Translation speech-recognition
— Unverified FFT-Based Deep Learning Deployment in Embedded Systems Dec 13, 2017 Deep Learning speech-recognition
— Unverified Learning Robust Dialog Policies in Noisy Environments Dec 11, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Building competitive direct acoustics-to-word models for English conversational speech recognition Dec 8, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction Dec 7, 2017 Property Prediction speech-recognition
Code Code Available An analysis of incorporating an external language model into a sequence-to-sequence model Dec 6, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Dec 5, 2017 Federated Learning image-classification
Code Code Available Deep Gradient Compression Reduce the Communication Bandwidth For distributed Traning Dec 5, 2017 Federated Learning image-classification
Code Code Available 