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09/13/2023
Deep Attentive Time Warping
Similarity measures for time series are important problems for time seri...
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08/23/2023
Audio Difference Captioning Utilizing Similarity-Discrepancy Disentanglement
We proposed Audio Difference Captioning (ADC) as a new extension task of...
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05/23/2023
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation
Self-supervised learning general-purpose audio representations have demo...
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10/26/2022
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input
Masked Autoencoders is a simple yet powerful self-supervised learning me...
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09/14/2022
Reflectance-Oriented Probabilistic Equalization for Image Enhancement
Despite recent advances in image enhancement, it remains difficult for e...
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09/14/2022
Reflectance-Guided, Contrast-Accumulated Histogram Equalization
Existing image enhancement methods fall short of expectations because wi...
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07/25/2022
ConceptBeam: Concept Driven Target Speech Extraction
We propose a novel framework for target speech extraction based on seman...
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07/20/2022
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval
The amount of audio data available on public websites is growing rapidly...
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05/17/2022
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model
Many application studies rely on audio DNN models pre-trained on a large...
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04/26/2022
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation
Recent general-purpose audio representations show state-of-the-art perfo...
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04/15/2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations
Pre-trained models are essential as feature extractors in modern machine...
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03/28/2021
Attention to Warp: Deep Metric Learning for Multivariate Time Series
Deep time series metric learning is challenging due to the difficult tra...
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03/11/2021
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
Inspired by the recent progress in self-supervised learning for computer...
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09/24/2020
Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning
The system we used for Task 6 (Automated Audio Captioning)of the Detecti...
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07/01/2020
The NTT DCASE2020 Challenge Task 6 system: Automated Audio Captioning with Keywords and Sentence Length Estimation
This technical report describes the system participating to the Detectio...
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05/27/2018
Generative Adversarial Image Synthesis with Decision Tree Latent Controller
This paper proposes the decision tree latent controller generative adver...
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05/18/2018
Knowledge Discovery from Layered Neural Networks based on Non-negative Task Decomposition
Interpretability has become an important issue in the machine learning f...
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04/13/2018
Understanding Community Structure in Layered Neural Networks
A layered neural network is now one of the most common choices for the p...
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03/01/2017
Modular Representation of Layered Neural Networks
Layered neural networks have greatly improved the performance of various...
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04/01/2010