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09/05/2023
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective
In this paper, we address the problem of pitch estimation using Self Sup...
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09/05/2023
Self-Similarity-Based and Novelty-based loss for music structure analysis
Music Structure Analysis (MSA) is the task aiming at identifying musical...
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06/12/2023
Video-to-Music Recommendation using Temporal Alignment of Segments
We study cross-modal recommendation of music tracks to be used as soundt...
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11/15/2022
SSM-Net: feature learning for Music Structure Analysis using a Self-Similarity-Matrix based loss
In this paper, we propose a new paradigm to learn audio features for Mus...
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11/14/2022
Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts
As music has become more available especially on music streaming platfor...
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02/18/2022
Deep-Learning Architectures for Multi-Pitch Estimation: Towards Reliable Evaluation
Extracting pitch information from music recordings is a challenging but ...
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08/02/2021
Is there a "language of music-video clips" ? A qualitative and quantitative study
Recommending automatically a video given a music or a music given a vide...
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04/30/2021
Cross-Modal Music-Video Recommendation: A Study of Design Choices
In this work, we study music/video cross-modal recommendation, i.e. reco...
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05/18/2020
Learning to rank music tracks using triplet loss
Most music streaming services rely on automatic recommendation algorithm...
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10/22/2019
A Prototypical Triplet Loss for Cover Detection
Automatic cover detection – the task of finding in a audio dataset all c...
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07/03/2019
Cover Detection using Dominant Melody Embeddings
Automatic cover detection – the task of finding in an audio database all...
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07/02/2019
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations
Data-driven models for audio source separation such as U-Net or Wave-U-N...
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06/25/2019
DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm
The goal of this paper is twofold. First, we introduce DALI, a large and...
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03/04/2019
Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation
State-of-the-art singing voice separation is based on deep learning maki...
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05/03/2018