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09/06/2023
Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization
As deeper and more complex models are developed for the task of sound ev...
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07/20/2023
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings
Deep neural network models have become the dominant approach to a large ...
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04/25/2023
Foley Sound Synthesis at the DCASE 2023 Challenge
The addition of Foley sound effects during post-production is a common t...
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07/21/2022
A Proposal for Foley Sound Synthesis Challenge
"Foley" refers to sound effects that are added to multimedia during post...
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04/03/2021
Diarization of Legal Proceedings. Identifying and Transcribing Judicial Speech from Recorded Court Audio
United States Courts make audio recordings of oral arguments available a...
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02/06/2021
Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN
Recent literature has demonstrated that the use of per-channel energy no...
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02/05/2021
Multi-Task Self-Supervised Pre-Training for Music Classification
Deep learning is very data hungry, and supervised learning especially re...
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09/09/2020
Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks
This paper addresses the extraction of multiple F0 values from polyphoni...
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10/22/2019
Learning the helix topology of musical pitch
To explain the consonance of octaves, music psychologists represent pitc...
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02/04/2019
Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity Fusion
We describe a novel pipeline to automatically discover hierarchies of re...
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09/02/2018
Multitask Learning for Fundamental Frequency Estimation in Music
Fundamental frequency (f0) estimation from polyphonic music includes the...
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04/26/2018
Adaptive pooling operators for weakly labeled sound event detection
Sound event detection (SED) methods are tasked with labeling segments of...
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08/17/2016
Towards Music Captioning: Generating Music Playlist Descriptions
Descriptions are often provided along with recommendations to help users...
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08/30/2010