Browse > Audio > Acoustic Scene Classification

Acoustic Scene Classification

4 papers with code · Audio

State-of-the-art leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification

19 Jun 2018edufonseca/icassp19

In this paper, we propose a system that consists of a simple fusion of two methods of the aforementioned types: a deep learning approach where log-scaled mel-spectrograms are input to a convolutional neural network, and a feature engineering approach, where a collection of hand-crafted features is input to a gradient boosting machine.

ACOUSTIC SCENE CLASSIFICATION SCENE CLASSIFICATION

Training neural audio classifiers with few data

24 Oct 2018jordipons/neural-classifiers-with-few-audio

We investigate supervised learning strategies that improve the training of neural network audio classifiers on small annotated collections.

ACOUSTIC SCENE CLASSIFICATION SCENE CLASSIFICATION TRANSFER LEARNING

Unsupervised adversarial domain adaptation for acoustic scene classification

17 Aug 2018shayangharib/AUDASC

A general problem in acoustic scene classification task is the mismatched conditions between training and testing data, which significantly reduces the performance of the developed methods on classification accuracy.

ACOUSTIC SCENE CLASSIFICATION DOMAIN ADAPTATION SCENE CLASSIFICATION

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events

10 Apr 2019hackerekcah/distinct-events-asc

In this paper, we propose a new strategy for acoustic scene classification (ASC) , namely recognizing acoustic scenes through identifying distinct sound events.

ACOUSTIC SCENE CLASSIFICATION SCENE CLASSIFICATION