Vehicle-mounted music score generation method and device based on deep learning, and storage medium

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Vehicle-mounted music score generation method and device based on deep learning, and storage medium

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HUANG ZHIMIN / SHEN ZHONGXIAO / LIU QI / RAN GUANGWEI / ZHANG YING / LIU JUNFENG / LIANG WEIQIANG

The invention discloses a vehicle-mounted music score generation method and device based on deep learning, and a storage medium. The method comprises the steps of obtaining driving data of a vehicle and video data, voice data and operation data of a user; wherein the driving data comprises speed data, brake data and environment data; performing data processing on the driving data, the video data, the voice data and the operation data to obtain a video and operation data set, a speed data set, a brake data set and a voice and environment data set; analyzing by using a convolutional neural network to obtain a music style, a scale set, a beat and rest set and a note set of the music score; and generating a vehicle-mounted music score according to the music style, the scale set, the beat and rest set and the note set. According to the invention, the convolutional neural network is adopted to generate the vehicle-mounted music score unique to the vehicle user according to the personalized data of user driving and the driving data of the vehicle, so that the user experience is effectively improved.

本发明公开了一种基于深度学习的车载乐谱生成方法、装置及存储介质，所述方法包括：获取车辆的行车数据以及用户的视频数据、语音数据、操作数据；其中，所述行车数据包括速度数据、刹车数据和环境数据；对所述行车数据、所述视频数据、所述语音数据和所述操作数据进行数据处理，得到视频及操作数据集合、速度数据集合、刹车数据集合和语音及环境数据集合；采用卷积神经网络分析得到乐谱的曲风、音阶集合、节拍及休止符集合和音符集合；根据所述曲风、所述音阶集合、所述节拍及休止符集合和所述音符集合，生成车载乐谱。本发明采用卷积神经网络根据用户驾驶的个性化数据以及车辆的行车数据生成车辆用户独有的车载乐谱，有效提升用户体验。

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Title :

Vehicle-mounted music score generation method and device based on deep learning, and storage medium

Additional title:

基于深度学习的车载乐谱生成方法、装置及存储介质

Contributors:

HUANG ZHIMIN (author) / SHEN ZHONGXIAO (author) / LIU QI (author) / RAN GUANGWEI (author) / ZHANG YING (author) / LIU JUNFENG (author) / LIANG WEIQIANG (author)

Publication date :

2023-01-31

Type of media :

Patent

Type of material :

Electronic Resource

Language :

Chinese

Classification :

IPC:

G10H Elektrophonische Musikinstrumente , ELECTROPHONIC MUSICAL INSTRUMENTS / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen