Lista de obras - Mark D. Plumbley - Dominio Público Uruguay

ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification

artículo científico publicado en 2024

Acoustic Scene Classification: Classifying environments from the sounds they produce ⬇️

article published in 2015

Algorithms for nonnegative independent component analysis.

artículo científico publicado en 2003

AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining

artículo científico publicado en 2024

Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning ⬇️

artículo científico publicado en 2014

Best practices for scientific computing ⬇️

artículo científico publicado en 2014

Denoising and segmentation of the second heart sound using matching pursuit

artículo científico publicado en 2012

Detection and Classification of Acoustic Scenes and Events

Detection and classification of acoustic scenes and events: An IEEE AASP challenge

Fast Multidimensional Entropy Estimation by $k$-d Partitioning

Hearing the shape of a room ⬇️

artículo científico publicado el 10 de julio de 2013

Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering

Large-scale analysis of frequency modulation in birdsong data bases

article published in 2014

Learning Timbre Analogies from Unlabelled Data by Multivariate Tree Regression

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

artículo científico publicado en 2020

Selective-Memory Meta-Learning With Environment Representations for Sound Event Localization and Detection

artículo científico publicado en 2024

Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization

artículo científico publicado en 2020

Sparse Representations in Audio and Music: From Coding to Source Separation

Theorems on positive data: on the uniqueness of NMF

artículo científico publicado en 2008

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research

artículo científico publicado en 2024

Lista de obras de Mark D. Plumbley

ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification

Acoustic Scene Classification: Classifying environments from the sounds they produce ⬇️

Algorithms for nonnegative independent component analysis.

AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining

Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning ⬇️

Best practices for scientific computing ⬇️

Denoising and segmentation of the second heart sound using matching pursuit

Detection and Classification of Acoustic Scenes and Events

Detection and classification of acoustic scenes and events: An IEEE AASP challenge

Fast Multidimensional Entropy Estimation by $k$-d Partitioning

Hearing the shape of a room ⬇️

Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering

Large-scale analysis of frequency modulation in birdsong data bases

Learning Timbre Analogies from Unlabelled Data by Multivariate Tree Regression

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

Selective-Memory Meta-Learning With Environment Representations for Sound Event Localization and Detection

Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization

Sparse Representations in Audio and Music: From Coding to Source Separation

Theorems on positive data: on the uniqueness of NMF

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research

Working with AI Sound: Exploring the Future of Workplace AI Sound Technologies