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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
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

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
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
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 Interactionconference 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
Voice Trigger Detection from LVCSR Hypothesis Lattices Using Bidirectional Lattice Recurrent Neural Networks
research area Speech and Natural Language Processingconference ICASSPPublished year 2020
AuthorsWoojay Jeon, Leo Liu, Henry Mason
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 Human-Computer Interactionconference 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
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