Sentence examples for singing recognition from inspiring English sources

Despite of the above-mentioned differences between speech and singing, they still have many properties in common and it is plausible that singing recognition can be done using the standard technique in automatic speech recognition, a phonetic hidden Markov model (HMM) recognizer.

Even though our singing recognition performance results are clearly lower, we find our results encouraging, considering that singing recognition has not been studied before.

Global adaptation to singing is found to improve singing recognition performance.

This section describes the speech recognition techniques used in the singing recognition system.

The singing recognition system used in this work consists of 39 monophone HMMs plus silence and short-pause models.

This suggests that the methods for speech emotion recognition can be transferred to singing emotion recognition.

In this paper, we apply methods from speaking voice emotion recognition to singing voice emotion recognition, evaluate classification performances for the first time, and take an in-depth look at important acoustic features.

In order to enable the recognition of singing in polyphonic music, we employ the vocal separation algorithm [29].

Recognition rate of singing extracted from polyphonic music using the same vocabulary and language models is presented in the same table.

In contrast, emotion recognition from the singing voice has largely been overlooked, although the expression of emotion in music and singing is a highly visible and important phenomenon [4].

Publicly, Reece Van Schalkwyk's singing ability has gotten him recognition over the years.