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08/18/2023
Generative Machine Listener
We show how a neural network can be trained on individual intrusive list...
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08/07/2023
AudioVMAF: Audio Quality Prediction with VMAF
Video Multimethod Assessment Fusion (VMAF) [1], [2], [3] is a popular to...
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11/22/2021
Building Goal-Oriented Dialogue Systems with Situated Visual Context
Most popular goal-oriented dialogue agents are capable of understanding ...
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04/19/2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
Traditional goal-oriented dialogue systems rely on various components su...
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11/16/2020
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems
Goal-oriented dialog systems enable users to complete specific goals lik...
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07/01/2019
Analysis by Adversarial Synthesis -- A Novel Approach for Speech Vocoding
Classical parametric speech coding techniques provide a compact represen...
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01/10/2018
eCommerceGAN : A Generative Adversarial Network for E-commerce
E-commerce companies such as Amazon, Alibaba and Flipkart process billio...
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09/21/2017
MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings
E-commerce websites such as Amazon, Alibaba, Flipkart, and Walmart sell ...
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11/22/2016
Active learning with version spaces for object detection
Given an image, we would like to learn to detect objects belonging to pa...
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09/17/2016
GeThR-Net: A Generalized Temporally Hybrid Recurrent Neural Network for Multimodal Information Fusion
Data generated from real world events are usually temporal and contain m...
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07/12/2016