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09/12/2023
ASPED: An Audio Dataset for Detecting Pedestrians
We introduce the new audio analysis task of pedestrian detection and pre...
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09/05/2023
A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation
Cinematic audio source separation is a relatively new subtask of audio s...
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06/30/2023
Audio Embeddings as Teachers for Music Classification
Music classification has been one of the most popular tasks in the field...
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06/13/2023
Evaluation of Spatial Distortion in Multichannel Audio
Despite the recent proliferation of spatial audio technologies, the eval...
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11/15/2022
Music Instrument Classification Reprogrammed
The performance of approaches to Music Instrument Classification, a popu...
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11/02/2022
Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming
Transfer learning (TL) approaches have shown promising results when hand...
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08/31/2022
Evaluating generative audio systems and their metrics
Recent years have seen considerable advances in audio synthesis with dee...
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08/18/2022
Representation Learning for the Automatic Indexing of Sound Effects Libraries
Labeling and maintaining a commercial sound effects library is a time-co...
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06/30/2022
libACA, pyACA, and ACA-Code: Audio Content Analysis in 3 Languages
The three packages libACA, pyACA, and ACA-Code provide reference impleme...
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06/10/2022
Feature-informed Embedding Space Regularization For Audio Classification
Feature representations derived from models pre-trained on large-scale d...
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05/11/2022
Scream Detection in Heavy Metal Music
Harsh vocal effects such as screams or growls are far more common in hea...
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12/20/2021
Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models
Latte (for LATent Tensor Evaluation) is a Python library for evaluation ...
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11/24/2021
Semi-Supervised Audio Classification with Partially Labeled Data
Audio classification has seen great progress with the increasing availab...
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10/11/2021
Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes
Controllable music generation with deep generative models has become inc...
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08/03/2021
Improving Music Performance Assessment with Contrastive Learning
Several automatic approaches for objective music performance assessment ...
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08/01/2021
Is Disentanglement enough? On Latent Representations for Controllable Music Generation
Improving controllability or the ability to manipulate one or more attri...
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04/19/2021
An Interdisciplinary Review of Music Performance Analysis
A musical performance renders an acoustic realization of a musical score...
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02/12/2021
Mind the beat: detecting audio onsets from EEG recordings of music listening
We propose a deep learning approach to predicting audio event onsets in ...
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01/01/2021
Audio Content Analysis
Preprint for a book chapter introducing Audio Content Analysis. With a f...
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10/28/2020
Melody-Conditioned Lyrics Generation with SeqGANs
Automatic lyrics generation has received attention from both music and A...
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10/27/2020
Remixing Music with Visual Conditioning
We propose a visually conditioned music remixing system by incorporating...
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08/03/2020
Multitask learning for instrument activation aware music source separation
Music source separation is a core task in music information retrieval wh...
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08/01/2020
Score-informed Networks for Music Performance Assessment
The assessment of music performances in most cases takes into account th...
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07/29/2020
dMelodies: A Music Dataset for Disentanglement Learning
Representation learning focused on disentangling the underlying factors ...
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06/17/2020
Visual Attention for Musical Instrument Recognition
In the field of music information retrieval, the task of simultaneously ...
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04/11/2020
Attribute-based Regularization of VAE Latent Spaces
Selective manipulation of data attributes using deep generative models i...
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07/10/2019
Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs
Deep generative models for symbolic music are typically designed to mode...
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07/09/2019
An Attention Mechanism for Musical Instrument Recognition
While the automatic recognition of musical instruments has seen signific...
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07/02/2019
Learning to Traverse Latent Spaces for Musical Score Inpainting
Music Inpainting is the task of filling in missing or lost information i...
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06/29/2019
Music Performance Analysis: A Survey
Music Information Retrieval (MIR) tends to focus on the analysis of audi...
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12/05/2017
