Audio fingerprint coding method and device, computer equipment and storage medium

An audio fingerprint and coding method technology, applied in computer parts, calculations, calculation models, etc., can solve the problems of poor coding accuracy of audio fingerprints and the inability of audio fingerprints to accurately reflect different audio characteristics, and achieve the effect of improving coding accuracy.

Pending Publication Date: 2020-07-17
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0004] However, the encoding process of audio fingerprints in the related art is only limited in the frequency range, and cannot be adjusted adaptively for different audios. The encoded audio fingerprints cannot accurately reflect the characteristics of different audios, resulting in the encoding of audio fingerprints. poor accuracy

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  • Audio fingerprint coding method and device, computer equipment and storage medium
  • Audio fingerprint coding method and device, computer equipment and storage medium
  • Audio fingerprint coding method and device, computer equipment and storage medium

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Embodiment Construction

[0064] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0065] It should be understood that "several" mentioned herein refers to one or more, and "multiple" refers to two or more. "And / or" describes the association relationship of associated objects, indicating that there may be three types of relationships, for example, A and / or B may indicate: A exists alone, A and B exist simultaneously, and B exists independently. The character " / " gen...

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Abstract

The invention relates to an audio fingerprint encoding method and device, computer equipment and a storage medium. The method comprises the following steps: before feature points are extracted from aninitial spectrogram of an audio signal, firstly, an initial spectrogram is processed through a weight matrix, a processed spectrogram is obtained, feature point pair extraction and coding are carriedout on the processed spectrogram; the weight matrix is obtained by training the audio sample and the actual user behavior characteristics of the user for the audio sample; when the training samples are enough, the user behavior characteristics can reflect the condition that different audios are concerned by the user; correspondingly, after the initial spectrogram is processed through the weight matrix obtained through training, the obtained processed spectrogram can highlight the possible attention part of the user in the audio, the obtained audio fingerprint can more accurately reflect the possible attention characteristic of the user, and therefore the encoding accuracy of the audio fingerprint is improved.

Description

technical field [0001] The embodiments of the present application relate to the technical field of artificial intelligence, and in particular to an audio fingerprint encoding method, device, computer equipment, and storage medium. Background technique [0002] Nowadays, with the continuous development of network audio services, more and more audio applications provide users with audio matching services. Audio matching refers to matching the audio fingerprints of two audios, and the audio fingerprints can be obtained by encoding according to the spectrogram of the audio. [0003] In related technologies, when audio is encoded to obtain an audio fingerprint, the spectrogram of the audio can be obtained first, and feature points with large spectral values ​​are extracted from the spectrogram, and then selected from the extracted feature points in the preset frequency range Then match and encode the selected feature points to obtain the audio fingerprint of the audio. [0004]...

Claims

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Application Information

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IPC IPC(8): G06F16/683G06F16/65G06K9/62G06N20/00
CPCG06F16/683G06F16/65G06N20/00G06F18/24
Inventor 缪畅宇
Owner TENCENT TECH (SHENZHEN) CO LTD
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