Explore advancements in
Machine Learning.

JavaScript is disabled.

Please enable JavaScript for full page functionality.

All research.

Streaming Models for Joint Speech Recognition and Translation
research area Speech and Natural Language Processingconference EACLPublished year 2021
AuthorsOrion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
Unconstrained Scene Generation with Locally Conditioned Radiance Fields
research area Computer VisionPublished year 2021
AuthorsTerrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind
Neural Feature Selection for Learning to Rank
research area Methods and Algorithms, research area Knowledge Bases and Searchconference ECIRPublished year 2021
AuthorsAlberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
Open-Domain Question Answering Goes Conversational via Question Rewriting
research area Speech and Natural Language Processing, research area Knowledge Bases and Searchconference NAACLPublished year 2021
AuthorsRaviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels
research area Human-Computer Interaction, research area Accessibilityconference CHIPublished year 2021
AuthorsXiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White, Kyle Murray, Lisa Yu, Qi Shan, Jeffrey Nichols, Jason Wu, Chris Fleizach, Aaron Everitt, Jeffrey P. Bigham
Generating Natural Questions from Images for Multimodal Assistants
research area Computer Vision, research area Speech and Natural Language Processingconference ICASSPPublished year 2021
AuthorsAlkesh Patel, Akanksha Bindal, Hadas Kotek, Christopher Klein, Jason Williams
Learning Neural Network Subspaces
research area Computer Vision, research area Data Science and AnnotationPublished year 2021
AuthorsMitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari
Set Distribution Networks: a Generative Model for Sets of Images
research area Computer Vision, research area Methods and AlgorithmsPublished year 2021
AuthorsShuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Carlos Guestrin, Josh M. Susskind
Sep-28k: A Dataset for Stuttering Event Detection from Podcasts with People Who Stutter
research area Speech and Natural Language Processing, research area Accessibilityconference ICASSPPublished year 2021
AuthorsColin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey Bigham
Question Rewriting for End to End Conversational Question Answering
research area Speech and Natural Language Processing, research area Knowledge Bases and Searchconference WSDMPublished year 2021
AuthorsSvitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha

Streaming Models for Joint Speech Recognition and Translation
research area Speech and Natural Language Processingconference EACLPublished year 2021
AuthorsOrion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
Unconstrained Scene Generation with Locally Conditioned Radiance Fields
research area Computer VisionPublished year 2021
AuthorsTerrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind
Neural Feature Selection for Learning to Rank
research area Methods and Algorithms, research area Knowledge Bases and Searchconference ECIRPublished year 2021
AuthorsAlberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
Open-Domain Question Answering Goes Conversational via Question Rewriting
research area Speech and Natural Language Processing, research area Knowledge Bases and Searchconference NAACLPublished year 2021
AuthorsRaviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels
research area Human-Computer Interaction, research area Accessibilityconference CHIPublished year 2021
AuthorsXiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White, Kyle Murray, Lisa Yu, Qi Shan, Jeffrey Nichols, Jason Wu, Chris Fleizach, Aaron Everitt, Jeffrey P. Bigham
Generating Natural Questions from Images for Multimodal Assistants
research area Computer Vision, research area Speech and Natural Language Processingconference ICASSPPublished year 2021
AuthorsAlkesh Patel, Akanksha Bindal, Hadas Kotek, Christopher Klein, Jason Williams
Learning Neural Network Subspaces
research area Computer Vision, research area Data Science and AnnotationPublished year 2021
AuthorsMitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari
Set Distribution Networks: a Generative Model for Sets of Images
research area Computer Vision, research area Methods and AlgorithmsPublished year 2021
AuthorsShuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Carlos Guestrin, Josh M. Susskind
Sep-28k: A Dataset for Stuttering Event Detection from Podcasts with People Who Stutter
research area Speech and Natural Language Processing, research area Accessibilityconference ICASSPPublished year 2021
AuthorsColin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey Bigham
Question Rewriting for End to End Conversational Question Answering
research area Speech and Natural Language Processing, research area Knowledge Bases and Searchconference WSDMPublished year 2021
AuthorsSvitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha
Learning Soft Labels via Meta Learning
research area Computer VisionPublished year 2021
AuthorsNidhi Vyas, Shreyas Saxena, Thomas Voice
Whispered and Lombard Neural Speech Synthesis
research area Speech and Natural Language Processing, research area Human-Computer Interactionconference SLTPublished year 2021
AuthorsQiong Hu, Tobias Bleisch, Petko Petkov, Tuomo Raitio, Erik Marchi, Varun Lakshminarasimhan
Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems
research area Methods and Algorithms, research area Speech and Natural Language Processingconference SLTPublished year 2021
AuthorsXinwei Li, Yuanyuan Zhang, Xiaodan Zhuang, Daben Liu
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding
research area Computer VisionPublished year 2020
AuthorsMike Roberts, Nathan Paczan
A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling
research area Privacy, research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsVitaly Feldman, Audra McMillan, Kunal Talwar
Cinematic L1 Video Stabilization with a Log-Homography Model
research area Computer Vision, research area Methods and Algorithmsconference WACVPublished year 2020
AuthorsArwen Bradley, Jason Klivington, Joseph Triscari, Rudolph van der Merwe
On the Generalization of Learning-based 3D Reconstruction
research area Computer Vision, research area Methods and Algorithmsconference WACVPublished year 2020
AuthorsMiguel Angel Bautista, Walter Talbott, Shuangfei Zhai, Nitish Srivastava, Joshua M. Susskind
Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution
research area Speech and Natural Language Processing, research area Data Science and Annotationconference COLINGPublished year 2020
AuthorsDavid Q. Sun, Hadas Kotek, Christopher Klein, Mayank Gupta, William Li, Jason D. Williams
Individual Privacy Accounting via a Renyi Filter
research area Privacyconference NeurIPSPublished year 2020
AuthorsVitaly Feldman, Tijana Zrnic
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation
research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsVitaly Feldman, Chiyuan Zhang
Collegial Ensembles
research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsEtai Littwin, Ben Myara, Sima Sabah, Joshua Susskind, Shuangfei Zhai, Oren Golan
Faster Differentially Private Samplers via Rényi Divergence Analysis of Discretized Langevin MCMC
research area Privacyconference NeurIPSPublished year 2020
AuthorsArun Ganesh, Kunal Talwar
On the Error Resistance of Hinge-Loss Minimization
research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsKunal Talwar
Representing and Denoising Wearable ECG Recordings
research area Healthconference NeurIPSPublished year 2020
AuthorsJeffrey Chan, Andrew C. Miller, Emily B. Fox
Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses
research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsRaef Bassily, Vitaly Feldman, Criztobal Guzman, Kunal Talwar
Stochastic Optimization with Laggard Data Pipelines
research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsNaman Agarwal, Rohan Anil, Tomer Koren, Kunal Talwar, Cyril Zhang
Uncertainty Weighted Offline Reinforcement Learning
research area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2020
AuthorsYue Wu, Shuangfei Zhai, Nitish Srivastava, Josh Susskind, Jian Zhang, Ruslan Salakhutdinov, Hanlin Goh
HDR Environment Map Estimation for Real-Time Augmented Reality
research area Computer VisionPublished year 2020
AuthorsGowri Somanath, Daniel Kurz
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering
research area Speech and Natural Language Processing, research area Knowledge Bases and Searchconference EMNLPPublished year 2020
AuthorsSvitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha
Conversational Semantic Parsing for Dialog State Tracking
research area Methods and Algorithms, research area Speech and Natural Language Processingconference EMNLPPublished year 2020
AuthorsJianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D Williams, Hong Yu, Diarmuid O Seaghdha, Anders Johannsen
Efficient Inference For Neural Machine Translation
research area Methods and Algorithms, research area Speech and Natural Language Processingconference EMNLPPublished year 2020
AuthorsYi-Te Hsu, Sarthak Garg, Yi-Hsiu Liao, Ilya Chatsviorkin
How Effective is Task-Agnostic Data Augmentation for Pre-trained Transformers?
research area Methods and Algorithms, research area Speech and Natural Language Processingconference EMNLPPublished year 2020
AuthorsShayne Longpre, Yu Wang, Christopher DuBois
Generating Synthetic Images by Combining Pixel-level and Feature-level Geospatial Conditional Inputs
research area Computer Visionconference ACM SIGSPATIALPublished year 2020
AuthorsXuerong Xiao, Swetava Ganguli, Vipul Pandey
Making Smartphone Augmented Reality Apps Accessible
research area Human-Computer Interaction, research area Accessibilityconference ASSETSPublished year 2020
AuthorsJaylin Herskovitz, Jason Wu, Sam White, Amy Pavel, Anhong Guo, Gabriel Reyes, Jeffrey Bigham
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks
research area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference UISTPublished year 2020
AuthorsMary Beth Kery, Donghao Ren, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Kayur Patel
Rescribe: Authoring and Automatically Editing Audio Descriptions
research area Human-Computer Interaction, research area Accessibilityconference UISTPublished year 2020
AuthorsAmy Pavel, Gabriel Reyes, Jeffrey Bigham
Class LM and Word Mapping for Contextual Biasing in End-to-End ASR
research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsRongqing Huang, Ossama Abdel-hamid, Xinwei Li, Gunnar Evermann
Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation
research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsRishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
Controllable Neural Text-To-Speech Synthesis Using Intuitive Prosodic Features
research area Speech and Natural Language Processing, research area Human-Computer Interactionconference InterspeechPublished year 2020
AuthorsTuomo Raitio, Ramya Rasipuram, Dan Castellani
Hybrid Transformer and CTC Networks for Hardware Efficient Voice Triggering
research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsSaurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
Improving On-Device Speaker Verification Using Federated Learning With Privacy
research area Privacy, research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsFilip Granqvist, Matt Seigel, Rogier van Dalen, Áine Cahill, Stephen Shum, Matthias Paulik
Stacked 1D Convolutional Networks for End-To-End Small Footprint Voice Trigger Detection
research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsTakuya Higuchi, Mohammad Ghasemzadeh, Kisun You, Chandra Dhir
Downbeat Tracking with Tempo-Invariant Convolutional Neural Networks
research area Methods and Algorithmsconference ISMIRPublished year 2020
AuthorsBruno Di Giorgi, Matthias Mauch, Mark Levy
Modality Dropout for Improved Performance-Driven Talking Faces
research area Speech and Natural Language Processing, research area Human-Computer Interactionconference ICMIPublished year 2020
AuthorsAhmed Hussen Abdelaziz, Barry-John Theobald, Paul Dixon, Reinhard Knothe, Nicholas Apostoloff, Sachin Kajareker
Enhanced Direct Delta Mush
research area Methods and Algorithmsconference SIGGRAPH AsiaPublished year 2020
AuthorsSerguei Kalentchouk, Michael Hutchinson, Deepak Tolani
Learning Insulin-Glucose Dynamics in the Wild
research area Healthconference MLHCPublished year 2020
AuthorsAndrew C. Miller, Nicholas J. Foti, Emily Fox
Double-talk Robust Multichannel Acoustic Echo Cancellation Using Least Squares MIMO Adaptive Filtering: Transversal, Array, and Lattice Forms
research area Methods and AlgorithmsPublished year 2020
AuthorsSarmad Malik, Jason Wung, Joshua Atkins, Devang Naik
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering
research area Speech and Natural Language Processing, research area Knowledge Bases and SearchPublished year 2020
AuthorsShayne Longpre, Yi Lu, Joachim Daiber
Improving Discrete Latent Representations With Differentiable Approximation Bridges
research area Computer Vision, research area Methods and Algorithmsconference IJCNNPublished year 2020
AuthorsJason Ramapuram, Russ Webb
AdaScale SGD: A User-Friendly Algorithm for Distributed Training
research area Methods and Algorithmsconference ICMLPublished year 2020
AuthorsTyler B. Johnson, Pulkit Agrawal, Haijie Gu, Carlos Guestrin
A Generative Model for Joint Natural Language Understanding and Generation
research area Speech and Natural Language Processingconference ACLPublished year 2020
AuthorsBo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang, David Vandyke
Equivariant Neural Rendering
research area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2020
AuthorsEmilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan
Learning to Branch for Multi-Task Learning
research area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2020
AuthorsPengsheng Guo, Chen-Yu Lee, Daniel Ulbricht
Variational Neural Machine Translation with Normalizing Flows
research area Speech and Natural Language Processingconference ACLPublished year 2020
AuthorsHendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
Predicting Entity Popularity to Improve Spoken Entity Recognition by Virtual Assistants
research area Speech and Natural Language Processingconference SIGIRPublished year 2020
AuthorsChristophe Van Gysel, Manos Tsagkias, Ernest Pusateri, Ilya Oparin
Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter
research area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2020
AuthorsJason Wung, Ante Jukić, Sarmad Malik, Mehrez Souden, Ramin Pichevar, Joshua Atkins, Devang Naik, Alex Acero
Scalable Multilingual Frontend for TTS
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsAlistair Conkie, Andrew Finch
Generalized Reinforcement Meta Learning for Few-Shot Optimization
research area Methods and Algorithmsconference ICMLPublished year 2020
AuthorsRaviteja Anantha, Stephen Pulman, Srinivas Chappidi
Learning to Rank Intents in Voice Assistants
research area Speech and Natural Language Processing, research area Human-Computer Interactionconference IWSDSPublished year 2020
AuthorsRaviteja Anantha, Srinivas Chappidi, Arash William Dawoodi
Detecting Emotion Primitives From Speech And Their Use In Discerning Categorical Emotions
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsVasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsPranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
Automatic Class Discovery and One-Shot Interactions for Acoustic Activity Recognition
research area Human-Computer Interaction, research area Accessibilityconference CHIPublished year 2020
AuthorsJason Wu, Chris Harrison, Jeffrey P. Bigham, Gierad Laput
Tempura: Query Analysis with Structural Templates
research area Tools, Platforms, Frameworksconference CHIPublished year 2020
AuthorsTongshuang Wu, Kanit Wongsuphasawat, Donghao Ren, Kayur Patel, Chris DuBois
Understanding and Visualizing Data Iteration in Machine Learning
research area Human-Computer Interactionconference CHIPublished year 2020
AuthorsFred Hohman, Kanit Wongsuphasawat, Mary Beth Kery, Kayur Patel
Multi-Task Learning for Voice Trigger Detection
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsSiddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are
research area Speech and Natural Language Processingconference ACLPublished year 2020
AuthorsMatthias Sperber, Matthias Paulik
Embedded Large-Scale Handwritten Chinese Character Recognition
research area Computer Vision, research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsYoussouf Chherawala, Hans J. G. A. Dolfing, Ryan S. Dixon, Jerome R. Bellegarda
Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsSoumi Maiti, Erik Marchi, Alistair Conkie
Leveraging GANs to Improve Continuous Path Keyboard Input Models
research area Human-Computer Interactionconference ICASSPPublished year 2020
AuthorsAkash Mehra, Jerome R. Bellegarda, Ojas Bapat, Partha Lal, Xin Wang
Least Squares Binary Quantization of Neural Networks
research area Methods and Algorithmsconference CVPRPublished year 2020
AuthorsHadi Pouransari, Zhucheng Tu, Oncel Tuzel
Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsTing-Yao Hu, Ashish Shrivastava, Oncel Tuzel, Chandra Dhir
SNDCNN: Self-Normalizing Deep CNNs With Scaled Exponential Linear Units For Speech Recognition
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsZhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu
On Modeling ASR Word Confidence
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsWoojay Jeon, Maxwell Jordan, Mahesh Krishnamoorthy
Capsules with Inverted Dot-Product Attention Routing
research area Methods and Algorithmsconference ICLRPublished year 2020
AuthorsYao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov
Improving Language Identification for Multilingual Speakers
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsAndrew Titus, Jan Silovsky, Nanxin Chen, Roger Hsiao, Mary Young, Arnab Ghoshal
Multi-Task Learning for Speaker Verification and Voice Trigger Detection
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsSiddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well
research area Methods and Algorithmsconference ICLRPublished year 2020
AuthorsVipul Gupta, Santiago Akle Serrano, Dennis DeCoste
Adversarial Fisher Vectors for Unsupervised Representation Learning
research area Methods and Algorithmsconference NeurIPSPublished year 2019
AuthorsShuangfei Zhai, Walter Talbott, Carlos Guestrin, Joshua M. Susskind
App Usage Predicts Cognitive Ability in Older Adults
research area Health, research area Accessibilityconference CHIPublished year 2019
AuthorsMitchell L. Gordon, Leon Gatys, Carlos Guestrin, Jeffrey P. Bigham, Andrew Trister, Kayur Patel
Filter Distillation for Network Compression
research area Methods and Algorithmsconference WACVPublished year 2019
AuthorsXavier Suau, Luca Zappella, Nicholas Apostoloff
Multiple Futures Prediction
research area Methods and Algorithmsconference NeurIPSPublished year 2019
AuthorsYichuan Charlie Tang, Ruslan Salakhutdinov
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering
research area Speech and Natural Language Processingconference EMNLPPublished year 2019
AuthorsShayne Longpre, Yi Lu, Zhucheng Tu, Chris DuBois
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum
research area Methods and Algorithms, research area Data Science and Annotationconference NeurIPSPublished year 2019
AuthorsShreyas Saxena, Oncel Tuzel, Dennis DeCoste
Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training
research area Computer Visionconference NeurIPSPublished year 2019
AuthorsSaurabh Adya, Vinay Palakkode, Oncel Tuzel
Modeling Patterns of Smartphone Usage and their Relationship to Cognitive Health
research area Health, research area Human-Computer Interactionconference NeurIPSPublished year 2019
AuthorsJonas Rauber, Emily B. Fox, Leon A. Gatys
Worst Cases Policy Gradients
research area Methods and Algorithmsconference CoRLPublished year 2019
AuthorsYichuan Charlie Tang, Jian Zhang, Ruslan Salakhutdinov
Empirical Evaluation of Active Learning Techniques for Neural MT
research area Speech and Natural Language Processingconference EMNLPPublished year 2019
AuthorsXiangkai Zeng, Sarthak Garg, Rajen Chatterjee, Udhyakumar Nallasamy, Matthias Paulik
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking
research area Computer Visionconference ICCV WorkshopPublished year 2019
AuthorsAlaaeldin El-Nouby, Shuangfei Zhai, Graham W. Taylor, Joshua M. Susskind
Single Training Dimension Selection for Word Embedding with PCA
research area Speech and Natural Language Processingconference EMNLPPublished year 2019
AuthorsYu Wang
Overton: A Data System for Monitoring and Improving Machine-Learned Products
research area Data Science and Annotation, research area Tools, Platforms, Frameworksconference CIDRPublished year 2019
AuthorsChristopher Ré, Feng Niu, Pallavi Gudipati, Charles Srisuwananukorn
Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant
research area Speech and Natural Language ProcessingPublished year 2019
AuthorsDeepak Muralidharan, Justine Kao, Xiao Yang, Lin Li, Lavanya Viswanathan, Mubarak Seyed Ibrahim, Kevin Luikens, Stephen Pulman, Ashish Garg, Atish Kothari, Jason Williams
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models?
research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsLyan Verwimp, Jerome R. Bellegarda
Variational Saccading: Efficient Inference for Large Resolution Images
research area Computer Visionconference BMVCPublished year 2019
AuthorsJason Ramapuram, Maurits Diephuis, Frantzeska Lavda, Russ Webb, Alexandros Kalousis
Jointly Learning to Align and Translate with Transformer Models
research area Speech and Natural Language Processingconference EMNLPPublished year 2019
AuthorsSarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, Matthias Paulik
Connecting and Comparing Language Model Interpolation Techniques
research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsErnest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann, Youssef Oualil, Ilya Oparin
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant
research area Speech and Natural Language Processing, research area Data Science and Annotationconference InterspeechPublished year 2019
AuthorsXi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
Coarse-to-fine Optimization for Speech Enhancement
research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsJian Yao, Ahmad Al-Dahle
Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams
research area Healthconference KDDPublished year 2019
AuthorsRichard Chen, Filip Jankovic, Nikki Marinsek, Luca Foschini, Lampros Kourtis, Alessio Signorini, Melissa Pugh, Jie Shen, Roy Yaari, Vera Maljkovic, Marc Sunga, Han Hee Song, Hyun Joon Jung, Belle Tseng, Andrew Trister
Raise to Speak: An Accurate, Low-power Detector for Activating Voice Assistants on Smartwatches
research area Human-Computer Interactionconference KDDPublished year 2019
AuthorsShiwen Zhao, Brandt Westing, Shawn Scully, Heri Nieto, Roman Holenstein, Minwoo Jeong, Krishna Sridhar, Brandon Newendorp, Mike Bastian, Sethu Raman, Tim Paek, Kevin Lynch and Carlos Guestrin
Language Identification from Very Short Strings
research area Speech and Natural Language ProcessingPublished year 2019
AuthorsInput & Intelligence — Natural Language Processing Team
Learning Conditional Error Model for Simulated Time-Series Data
research area Methods and Algorithmsconference CVPRPublished year 2019
AuthorsAshish Shrivastava, Oncel Tuzel
Bridging the Domain Gap for Neural Models
research area Computer VisionPublished year 2019
Improving Knowledge Base Construction from Robust Infobox Extraction
research area Knowledge Bases and Searchconference NAACLPublished year 2019
AuthorsBoya Peng, Yejin Huh, Xiao Ling, Michele Banko
Protection Against Reconstruction and Its Applications in Private Federated Learning
research area PrivacyPublished year 2019
AuthorsAbhishek Bhowmick, John Duchi, Julien Freudiger, Gaurav Kapoor, Ryan Rogers
Data Platform for Machine Learning
research area Data Science and Annotationconference SIGMODPublished year 2019
AuthorsPulkit Agrawal, Rajat Arya, Aanchal Bindal, Sandeep Bhatia, Anupriya Gagneja, Joseph Godlewski, Yucheng Low, Timothy Muss, Mudit Manu Paliwal, Sethu Raman, Vishrut Shah, Bochao Shen, Laura Sugden, Kaiyu Zhao, Ming-Chuan Wu
Speaker-Independent Speech-Driven Visual Speech Synthesis using Domain-Adapted Acoustic Models
research area Speech and Natural Language Processingconference ICMLPublished year 2019
AuthorsAhmed Hussen Abdelaziz, Barry-John Theobald, Justin Binder, Gabriele Fanelli, Paul Dixon, Nicholas Apostoloff, Thibaut Weise, Sachin Kajareker
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment
research area Methods and Algorithmsconference ICMLPublished year 2019
AuthorsChen Huang, Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind
Lower Bounds for Locally Private Estimation via Communication Complexity
research area Privacyconference COLTPublished year 2019
AuthorsJohn Duchi, Ryan Rogers
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching
research area Speech and Natural Language Processingconference ICASSPPublished year 2019
AuthorsZhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
Parametric Cepstral Mean Normalization for Robust Speech Recognition
research area Speech and Natural Language Processingconference ICASSPPublished year 2019
AuthorsOzlem Kalinli, Gautam Bhattacharya, Chao Weng
Voice Trigger Detection from LVCSR Hypothesis Lattices Using Bidirectional Lattice Recurrent Neural Networks
research area Speech and Natural Language Processingconference ICASSPPublished year 2019
AuthorsWoojay Jeon, Leo Liu, Henry Mason
Neural Network-Based Modeling of Phonetic Durations
research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsXizi Wei, Melvyn Hunt, Adrian Skilling
Mirroring to Build Trust in Digital Assistants
research area Human-Computer Interactionconference InterspeechPublished year 2019
AuthorsKatherine Metcalf, Barry-John Theobald, Garrett Weinberg, Robert Lee, Ing-Marie Jonsson, Russ Webb, Nicholas Apostoloff
FoundationDB Record Layer: A Multi-Tenant Structured Datastore
research area Data Science and Annotationconference SIGMODPublished year 2019
AuthorsChristos Chrysafis, Ben Collins, Scott Dugas, Jay Dunkelberger, Moussa Ehsan, Scott Gray, Alec Grieser, Ori Herrnstadt, Kfir Lev-Ari, Tao Lin, Mike McMahon, Nicholas Schiefer, Alexander Shraer
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice
research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsVikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition
research area Privacy, research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsGautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
research area Methods and Algorithmsconference CVPRPublished year 2019
AuthorsChen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
Towards Learning Multi-Agent Negotiations via Self-Play
research area Computer Visionconference ICCV WorkshopPublished year 2019
AuthorsYichuan Charlie Tang
Optimizing Siri on HomePod in Far‑Field Settings
research area Speech and Natural Language ProcessingPublished year 2018
AuthorsAudio Software Engineering and Siri Speech Team
Can Global Semantic Context Improve Neural Language Models?
research area Speech and Natural Language ProcessingPublished year 2018
AuthorsFrameworks Natural Language Processing Team
A New Benchmark and Progress Toward Improved Weakly Supervised Learning
research area Methods and AlgorithmsPublished year 2018
AuthorsJason Ramapuram, Russ Webb
Finding Local Destinations with Siri’s Regionally Specific Language Models for Speech Recognition
research area Speech and Natural Language ProcessingPublished year 2018
AuthorsSiri Speech Recognition Team
Personalized Hey Siri
research area Speech and Natural Language ProcessingPublished year 2018
AuthorsSiri Team
Structured Control Nets for Deep Reinforcement Learning
research area Computer Visionconference ICMLPublished year 2018
AuthorsMario Srouji, Jian Zhang, Ruslan Salakhutdinov
Learning with Privacy at Scale
research area PrivacyPublished year 2017
AuthorsDifferential Privacy Team
An On-device Deep Neural Network for Face Detection
research area Computer VisionPublished year 2017
AuthorsComputer Vision Machine Learning Team
Hey Siri: An On-device DNN-powered Voice Trigger for Apple’s Personal Assistant
research area Speech and Natural Language ProcessingPublished year 2017
AuthorsSiri Team
Real-Time Recognition of Handwritten Chinese Characters Spanning a Large Inventory of 30,000 Characters
research area Computer VisionPublished year 2017
AuthorsHandwriting Recognition Team
Deep Learning for Siri’s Voice: On-device Deep Mixture Density Networks for Hybrid Unit Selection Synthesis
research area Speech and Natural Language ProcessingPublished year 2017
AuthorsSiri Team
Inverse Text Normalization as a Labeling Problem
research area Speech and Natural Language ProcessingPublished year 2017
AuthorsSiri Team
Improving Neural Network Acoustic Models by Cross-bandwidth and Cross-lingual Initialization
research area Speech and Natural Language ProcessingPublished year 2017
AuthorsSiri Team
Learning from Simulated and Unsupervised Images through Adversarial Training
research area Computer Visionconference CVPRPublished year 2017
AuthorsAshish Shrivastava, Tomas Pfister, Oncel Tuzel, Josh Susskind, Wenda Wang, Russ Webb
Improving the Realism of Synthetic Images
research area Computer VisionPublished year 2017

Explore advancements inMachine Learning.

JavaScript is disabled.

All research.

Discover opportunities in Machine Learning.

Explore advancements in
Machine Learning.