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08/29/2023
Let There Be Sound: Reconstructing High Quality Speech from Silent Videos
The goal of this work is to reconstruct high quality speech from lip mot...
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02/28/2023
CrossSpeech: Speaker-independent Acoustic Representation for Cross-lingual Speech Synthesis
While recent text-to-speech (TTS) systems have made remarkable strides t...
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12/02/2022
Relation-aware Language-Graph Transformer for Question Answering
Question Answering (QA) is a task that entails reasoning over natural la...
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07/12/2022
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform
K-nearest neighbor search is one of the fundamental tasks in various app...
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05/19/2022
Two-Step Question Retrieval for Open-Domain QA
The retriever-reader pipeline has shown promising performance in open-do...
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03/28/2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
In Neural Architecture Search (NAS), reducing the cost of architecture e...
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08/16/2021
GC-TTS: Few-shot Speaker Adaptation with Geometric Constraints
Few-shot speaker adaptation is a specific Text-to-Speech (TTS) system th...
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06/18/2021
Weakly Supervised Pre-Training for Multi-Hop Retriever
In multi-hop QA, answering complex questions entails iterative document ...
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06/04/2021
Fre-GAN: Adversarial Frequency-consistent Audio Synthesis
Although recent works on neural vocoder have improved the quality of syn...
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11/05/2020
Context-Aware Answer Extraction in Question Answering
Extractive QA models have shown very promising performance in predicting...
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09/04/2020
HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks
To mitigate the pain of manually tuning hyperparameters of deep neural n...
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10/08/2018
