Voice endpoint detection model construction method and device, and computer equipment

The invention relates to a voice endpoint detection model construction method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring an amplitude spectrum of a training voice signal with noise and a corresponding prior signal-to-noise ratio reference...

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Bibliographische Detailangaben
Hauptverfasser: BA LIFANG, ZHANG WENFENG, LIN HAO, LIN HUACHUN, XU WEI, WANG QITENG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a voice endpoint detection model construction method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring an amplitude spectrum of a training voice signal with noise and a corresponding prior signal-to-noise ratio reference value, determining first loss corresponding to a first sub-model according to the amplitude spectrum and the corresponding prior signal-to-noise ratio reference value, adjusting model parameters of the first sub-model according to the first loss to determine a target first sub-model, obtaining a second loss corresponding to the second sub-model according to the frequency characteristic information of the training voice signal with noise, the corresponding voice segment reference value and the non-voice segment reference value, and adjusting the model parameters of the second sub-model based on the second loss to obtain a target second sub-model, and obtaining a target voice endpoint detection model based on fusion