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08/18/2023
A tailored Handwritten-Text-Recognition System for Medieval Latin
The Bavarian Academy of Sciences and Humanities aims to digitize its Med...
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01/12/2023
Multimodal Deep Learning
This book is the result of a seminar in which we reviewed multimodal app...
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09/17/2022
Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth
To achieve inclusive green growth, countries need to consider a multipli...
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08/02/2021
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles
In this paper, a novel approach is introduced which utilizes a Rapidly-e...
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01/15/2020
Improving GANs for Speech Enhancement
Generative adversarial networks (GAN) have recently been shown to be eff...
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07/30/2019
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
Although large annotated sleep databases are publicly available, and mig...
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04/11/2019
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch
Many sleep studies suffer from the problem of insufficient data to fully...
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04/06/2019
Spatio-Temporal Attention Pooling for Audio Scene Classification
Acoustic scenes are rich and redundant in their content. In this work, w...
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11/02/2018
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
Due to the variability in characteristics of audio scenes, some can natu...
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11/02/2018
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks
We propose a multi-label multi-task framework based on a convolutional r...
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12/06/2017
Enabling Early Audio Event Detection with Neural Networks
This paper presents a methodology for early detection of audio events fr...
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07/08/2016
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection
This report describes our submissions to Task2 and Task3 of the DCASE 20...
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07/08/2016
CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition
We describe in this report our audio scene recognition system submitted ...
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06/25/2016