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Second, we assume that the activity matrix contains not only phonetic information but also speaker information.
A novel algorithm is proposed in this work to extract speaker information in a robust manner.
Also, the speaker information may be damaged while the algorithm was trying to track the noise.
It was verified that the frames selected by the proposed method captured more speaker information than a VAD.
It is followed by an analysis that motivates the choice of model parameters to maximize speaker information retention.
These results clearly indicate that the amount of speaker information varies with not only acoustic-phonetic classes but also speakers.
Similar(34)
Nevertheless, conventional GMM-based speaker identification approaches extract registered speakers' information just by the equally weighted sum of their corresponding frame-level scores.
In the conversion stage, a given speech signal is decomposed into phonological and speaker-related information, the speaker-related information is replaced with that of the desired speaker, and then voice-converted speech is obtained by combining the two.
The systems let officers use voice commands to operate the radio, lights and sirens and even speak a license-plate number into the on-board computer, which can then announce through a speaker basic information about the car.
In a statement, the speaker provides information.
Therefore, the synthesized speech does convey the speaker identity information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com