Publications (64)
Unsupervised Representation Learning of Speech for Dialect Identification
Suwon Shon, Wei-Ning Hsu, James Glass
Detecting egregious responses in neural sequence-to-sequence models
Tianxing He, James Glass
FAKTA: An Automatic End-to-End Fact Checking System
Moin Nadeem, Wei Fang, Brian Xu +2
Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition
Yu Zhang, Ekapol Chuangsuwanich, James Glass +1
MCE 2018: The 1st Multi-target Speaker Detection and Identification Challenge Evaluation
Suwon Shon, Najim Dehak, Douglas Reynolds +1
Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification
Achintya kr. Sarkar, Zheng-Hua Tan, Hao Tang +2
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
Fahim Dalvi, Nadir Durrani, Hassan Sajjad +3
Adaptive Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks
Hongyin Luo, Jie Fu, James Glass
A Study of the Complexity and Accuracy of Direction of Arrival Estimation Methods Based on GCC-PHAT for a Pair of Close Microphones
Francois Grondin, James Glass
Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung, Hung-Yi Lee, James Glass
Scalable Factorized Hierarchical Variational Autoencoder Training
Wei-Ning Hsu, James Glass
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces
Yu-An Chung, Wei-Hung Weng, Schrasing Tong +1
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data
Wei-Ning Hsu, Yu Zhang, James Glass
Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation
Wei-Ning Hsu, Yu Zhang, James Glass
MIT-QCRI Arabic Dialect Identification System for the 2017 Multi-Genre Broadcast Challenge
Suwon Shon, Ahmed Ali, James Glass
Recurrent Neural Network Encoder with Attention for Community Question Answering
Wei-Ning Hsu, Yu Zhang, James Glass
Automatic Stance Detection Using End-to-End Memory Networks
Mitra Mohtarami, Ramy Baly, James Glass +3
Transfer Learning from Audio-Visual Grounding to Speech Recognition
Wei-Ning Hsu, David Harwath, James Glass
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input
David Harwath, Adrià Recasens, DÃdac SurÃs +3
Vision as an Interlingua: Learning Multilingual Semantic Embeddings of Untranscribed Speech
David Harwath, Galen Chuang, James Glass
Fact Checking in Community Forums
Tsvetomila Mihaylova, Preslav Nakov, Lluis Marquez +4
Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition
Wei-Ning Hsu, Hao Tang, James Glass
Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov, James Glass
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference
Adam Poliak, Yonatan Belinkov, James Glass +1
Automatic Fact-Checking Using Context and Discourse Information
Pepa Atanasova, Preslav Nakov, LluÃs MÃ rquez +5
The paper presents supervised models that use discourse cues and contextual information to automatically detect check‑worthy claims in political debates and to verify answers in co…
On The Inductive Bias of Words in Acoustics-to-Word Models
Hao Tang, James Glass
Learning Modality-Invariant Representations for Speech and Images
Kenneth Leidal, David Harwath, James Glass
Towards Unsupervised Speech-to-Text Translation
Yu-An Chung, Wei-Hung Weng, Schrasing Tong +1
SVD-PHAT: A Fast Sound Source Localization Method
Francois Grondin, James Glass
An Unsupervised Autoregressive Model for Speech Representation Learning
Yu-An Chung, Wei-Ning Hsu, Hao Tang +1
Adversarial Domain Adaptation for Stance Detection
Brian Xu, Mitra Mohtarami, James Glass
Predicting Factuality of Reporting and Bias of News Media Sources
Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov +2
Large-Scale Machine Translation between Arabic and Hebrew: Available Corpora and Initial Results
Yonatan Belinkov, James Glass
Spoken Language Biomarkers for Detecting Cognitive Impairment
Tuka Alhanai, Rhoda Au, James Glass
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly, Mitra Mohtarami, James Glass +3
Identifying and Controlling Important Neurons in Neural Machine Translation
Anthony Bau, Yonatan Belinkov, Hassan Sajjad +3
MCE 2018: The 1st Multi-target Speaker Detection and Identification Challenge Evaluation (MCE) Plan, Dataset and Baseline System
Suwon Shon, Najim Dehak, Douglas Reynolds +1
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech
Yu-An Chung, James Glass
On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition
Hao Tang, James Glass
Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition
Suwon Shon, Ahmed Ali, James Glass
Learning Word Embeddings from Speech
Yu-An Chung, James Glass
Noise-tolerant Audio-visual Online Person Verification using an Attention-based Neural Network Fusion
Suwon Shon, Tae-Hyun Oh, James Glass
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain
Suwon Shon, Ahmed Ali, James Glass
Automatic Dialect Detection in Arabic Broadcast Speech
Ahmed Ali, Najim Dehak, Patrick Cardinal +5
Highway Long Short-Term Memory RNNs for Distant Speech Recognition
Yu Zhang, Guoguo Chen, Dong Yu +3
VoiceID Loss: Speech Enhancement for Speaker Verification
Suwon Shon, Hao Tang, James Glass
What do Neural Machine Translation Models Learn about Morphology?
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi +2
Extracting Domain Invariant Features by Unsupervised Learning for Robust Automatic Speech Recognition
Wei-Ning Hsu, James Glass
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end model
Suwon Shon, Hao Tang, James Glass
Towards Visually Grounded Sub-Word Speech Unit Discovery
David Harwath, James Glass
Deep Multimodal Semantic Embeddings for Speech and Images
David Harwath, James Glass
A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition
Hao Tang, Wei-Ning Hsu, Francois Grondin +1
Learning Latent Representations for Speech Generation and Transformation
Wei-Ning Hsu, Yu Zhang, James Glass
Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models
Wei Fang, Yu-An Chung, James Glass
Multiple Sound Source Localization with SVD-PHAT
Francois Grondin, James Glass
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection
Abdelrhman Saleh, Ramy Baly, Alberto Barrón-Cedeño +4
Fast and Robust 3-D Sound Source Localization with DSVD-PHAT
Francois Grondin, James Glass
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks
Fahim Dalvi, Avery Nortonsmith, D. Anthony Bau +4
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future
Hongyin Luo, Lan Jiang, Yonatan Belinkov +1
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media
Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh +2
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
Yonatan Belinkov, LluÃs MÃ rquez, Hassan Sajjad +3
Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data
Wei-Ning Hsu, James Glass
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems
Yonatan Belinkov, James Glass
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects
Yonatan Belinkov, James Glass