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Audio Tagging

5 papers with code ยท Audio

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musicnn: Pre-trained convolutional neural networks for music audio tagging

14 Sep 2019

Pronounced as "musician", the musicnn library contains a set of pre-trained musically motivated convolutional neural networks for music audio tagging: https://github. com/jordipons/musicnn.

AUDIO TAGGING TRANSFER LEARNING

Combining High-Level Features of Raw Audio Waves and Mel-Spectrograms for Audio Tagging

26 Nov 2018

In this paper, we describe our contribution to Task 2 of the DCASE 2018 Audio Challenge.

AUDIO TAGGING DATA AUGMENTATION

Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging

24 Feb 2017

In this paper, we propose to use a convolutional neural network (CNN) to extract robust features from mel-filter banks (MFBs), spectrograms or even raw waveforms for audio tagging.

AUDIO TAGGING

Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling

11 Jul 2016

We trained a deep all-convolutional neural network with masked global pooling to perform single-label classification for acoustic scene classification and multi-label classification for domestic audio tagging in the DCASE-2016 contest.

ACOUSTIC SCENE CLASSIFICATION AUDIO TAGGING MULTI-LABEL CLASSIFICATION SCENE CLASSIFICATION SCENE RECOGNITION

Fully DNN-based Multi-label regression for audio tagging

24 Jun 2016

Compared with the conventional Gaussian Mixture Model (GMM) and support vector machine (SVM) methods, the proposed fully DNN-based method could well utilize the long-term temporal information with the whole chunk as the input.

AUDIO TAGGING MULTI-LABEL CLASSIFICATION