Distribution of chunks across singing techniques. Besides the total, those used in the user study and as test set in the machine learning experiments, are displayed.

Distribution of chunks across singing techniques. Besides the total, those used in the user study and as test set in the machine learning experiments, are displayed.

Source publication
Conference Paper
Full-text available
The usefulness of computer-based tools in supporting singing pedagogy has been demonstrated. With the increasing use of artificial intelligence (AI) in education, machine learning (ML) has been applied in music-pedagogy related tasks too, e. g., singing technique recognition. Research has also shown that comparing ML performance with human percepti...

Contexts in source publication

Context 1
... seconds length. The distribution of the resulting 3 934 audio chunks across the corresponding singing techniques is displayed in Figure 1 (cf. Total). ...
Context 2
... 777), were considered (cf. Test Set in Figure 1). These singers were selected as they produced samples for all the considered techniques. ...

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