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07/31/2023
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech
Neural text-to-speech systems are often optimized on L1/L2 losses, which...
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07/23/2023
SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
Numerous examples in the literature proved that deep learning models hav...
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03/15/2022
Text-free non-parallel many-to-many voice conversion using normalising flows
Non-parallel voice conversion (VC) is typically achieved using lossy rep...
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12/17/2020
RainBench: Towards Global Precipitation Forecasting from Satellite Imagery
Extreme precipitation events, such as violent rainfall and hail storms, ...
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12/11/2019
G^3AN: This video does not exist. Disentangling motion and appearance for video generation
Creating realistic human videos introduces the challenge of being able t...
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10/15/2019
Machine Learning for Generalizable Prediction of Flood Susceptibility
Flooding is a destructive and dangerous hazard and climate change appear...
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01/03/2019
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Informal settlements are home to the most socially and economically vuln...
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12/05/2018
Multi^3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
We propose a novel approach for rapid segmentation of flooded buildings ...
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11/30/2018
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Detecting and mapping informal settlements encompasses several of the Un...
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11/30/2018