Depression speaks: Automatic discrimination between depressed and non-depressed speakers based on nonverbal speech features
This article proposes an automatic approach-based on nonverbal speech features-aimed at
the automatic discrimination between depressed and non-depressed speakers. The
experiments have been performed over one of the largest corpora collected for such a task
in the literature (62 patients diagnosed with depression and 54 healthy control subjects),
especially when it comes to data where the depressed speakers have been diagnosed as
such by professional psychiatrists. The results show that the discrimination can be …
the automatic discrimination between depressed and non-depressed speakers. The
experiments have been performed over one of the largest corpora collected for such a task
in the literature (62 patients diagnosed with depression and 54 healthy control subjects),
especially when it comes to data where the depressed speakers have been diagnosed as
such by professional psychiatrists. The results show that the discrimination can be …
Depression speaks: Automatic discrimination between depressed and non-depressed speakers based on nonverbal speech features
M Tayarani - International Conference on Acoustics …, 2018 - researchprofiles.herts.ac.uk
This article proposes an automatic approach-based on nonverbal speech features-aimed at
the automatic discrimination between depressed and non-depressed speakers. The
experiments have been performed over one of the largest corpora collected for such a task
in the literature (62 patients diagnosed with depression and 54 healthy control subjects),
especially when it comes to data where the depressed speakers have been diagnosed as
such by professional psychiatrists. The results show that the discrimination can be …
the automatic discrimination between depressed and non-depressed speakers. The
experiments have been performed over one of the largest corpora collected for such a task
in the literature (62 patients diagnosed with depression and 54 healthy control subjects),
especially when it comes to data where the depressed speakers have been diagnosed as
such by professional psychiatrists. The results show that the discrimination can be …
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