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    • 1. 发明申请
    • COUNTRY-SPECIFIC CONTENT RECOMMENDATIONS IN VIEW OF SPARSE COUNTRY DATA
    • 国家特定内容建议在国家数据查看
    • WO2016053888A1
    • 2016-04-07
    • PCT/US2015/052690
    • 2015-09-28
    • PANDORA MEDIA, INC.
    • LIND, Kyle, GeorgeBIESCHKE, Eric, KensonRIOS, Gordon, Parker
    • G06Q50/10
    • G06F3/0482G06F17/3053G06F17/30752G06F17/30772G06F17/30867G06F17/3087H04L65/4084H04L67/18
    • A content server system provides a user of a client device with a playlist of content, such as streamed audio. The provided playlist is customized for the particular country of the user, even if the content server system has only recently begun to provide content to that country. To customize the playlist for a country lacking a sufficient amount of country- specific statistical data, the content server system generates a number of non-country-specific channels, each channel recommending content according to its own criteria. The content server system generates a non-content specific playlist by combining the channels. The content server system also generates, using the statistics for the country of the user, a country-specific channel that is specific to that country. The content server system generates a country-specific playlist by combining the non-country-specific playlist with the country- specific channel, e.g., according to the amount of country-specific statistics that are available.
    • 内容服务器系统向客户端设备的用户提供诸如流式音频之类的内容的播放列表。 所提供的播放列表是为用户的特定国家定制的,即使内容服务器系统最近才开始向该国家提供内容。 要为缺少足够数量的国家/地区统计数据的国家定制播放列表,内容服务器系统会生成一些非特定国家/地区的频道,每个频道根据其自己的标准推荐内容。 内容服务器系统通过组合这些频道来生成非内容特定的播放列表。 内容服务器系统还使用用户国家/地区的统计信息生成特定于该国家/地区的国家/地区特定频道。 内容服务器系统通过将非特定国家/地区的播放列表与国家/地区特定的频道相结合来生成国家/地区的播放列表,例如根据可用的国家/地区特定的统计数据。
    • 2. 发明申请
    • DYNAMICALLY GENERATED AUDIO IN ADVERTISEMENTS
    • 动态生成的音频
    • WO2016053554A1
    • 2016-04-07
    • PCT/US2015/047975
    • 2015-09-01
    • PANDORA MEDIA, INC.
    • BHARATH, ShriramKRAWCZYK, Jacek, AdamIRWIN, Christopher
    • G06Q30/02G06Q30/06
    • G06Q30/0271G06Q30/0276G10L13/00
    • A content server provides a client device with audio content including an audio advertisement, which is provided in response to receiving a request for digital audio content from a client device associated with a user. The content server obtains user information about the user and retrieves advertisement text received from an advertiser, which are used to generate a personalized text advertisement. The personalized text advertisement is generated according to an advertisement template specifying an ordered combination of text components. The personalized text advertisement includes the received advertisement text, user information text selected from the obtained user information, and template text. The client device is provided with an advertisement based on the personalized text advertisement and is configured to play an audio version of the personalized text advertisement. The audio advertisement is generated using a text-to-speech algorithm at the client device or at the content server.
    • 内容服务器向客户端设备提供包括音频广告的音频内容,响应于从与用户相关联的客户端设备接收到数字音频内容的请求而提供的音频内容。 内容服务器获取关于用户的用户信息,并且获取用于生成个性化文本广告的广告商接收的广告文本。 根据指定文本成分的有序组合的广告模板生成个性化文字广告。 个性化文字广告包括接收到的广告文字,从获得的用户信息中选择的用户信息文本和模板文本。 客户端设备基于个性化文字广告提供广告,并且被配置为播放个性化文字广告的音频版本。 在客户端设备或内容服务器处使用文本到语音算法生成音频广告。
    • 4. 发明申请
    • RELATING ACOUSTIC FEATURES TO MUSICOLOGICAL FEATURES FOR SELECTING AUDIO WITH SIMULAR MUSICAL CHARACTERISTICS
    • 与音乐特征相关的音乐特征用于选择具有模拟音乐特征的音频
    • WO2016209685A1
    • 2016-12-29
    • PCT/US2016/037669
    • 2016-06-15
    • PANDORA MEDIA, INC.
    • IRWIN, ChristopherBHARATH, ShriramASMAN, Andrew, J.
    • G06Q30/02
    • G06Q30/0271G06F3/165
    • A content server uses a form of artificial intelligence such as machine learning to identify audio content with musicological characteristics. The content server obtains an indication of a music item presented by a client device and obtains reference music features describing musicological characteristics of the music item. The content server identifies candidate audio content associated with candidate music features. The candidate music features are determined by analyzing acoustic features of the candidate audio content and mapping the acoustic features to music features according to a music feature model. Acoustic features quantify low-level properties of the candidate audio content. One of the candidate audio content items is selected according to comparisons between the candidate music features of the candidate audio advertisements and the reference music features of the music item. The selected audio content is provided the client device for presentation.
    • 内容服务器使用诸如机器学习的人造智能的形式来识别具有音乐特征的音频内容。 内容服务器获得由客户端设备呈现的音乐项目的指示,并获得描述音乐项目的音乐特征的参考音乐特征。 内容服务器识别与候选音乐特征相关联的候选音频内容。 通过分析候选音频内容的声学特征并根据音乐特征模型将声学特征映射到音乐特征来确定候选音乐特征。 声学特征量化候选音频内容的低级属性。 根据候选音频广告的候选音乐特征与音乐项目的参考音乐特征之间的比较来选择候选音频内容项之一。 所选择的音频内容被提供给用于呈现的客户端设备。
    • 7. 发明申请
    • ESTIMATION OF TRUE AUDIENCE SIZE FOR DIGITAL CONTENT
    • 对数字内容的真实尺寸的估计
    • WO2016053892A2
    • 2016-04-07
    • PCT/US2015/052699
    • 2015-09-28
    • PANDORA MEDIA, INC.
    • ECCLES, Jonathan, AndrewKRAWCZYK, Jacek, AdamBOETGER, Matthew, Nikolaus
    • G06Q30/0242G06Q30/0269H04L65/60
    • A content server system provides a client device with content, such as an audio stream. Using various techniques, an estimate is made of the actual size of an audience associated with the provided content, rather than assuming that the audience is limited to a single user of the client device. The estimate may be made by the content server system, the client device, or the content server system and the client device collectively. Using the estimate of actual size of the audience, the content server system can take actions appropriate for the audience, such as providing advertisements appropriate for the size of the audience and for the collective characteristics of the audience members. The estimate of the actual audience size additionally allows the content server system to be compensated more precisely for any advertisements provided to that audience.
    • 内容服务器系统向客户端设备提供诸如音频流的内容。 使用各种技术,估计与所提供的内容相关联的观众的实际大小,而不是假定观众受限于客户端设备的单个用户。 估计可以由内容服务器系统,客户端设备或内容服务器系统和客户端设备共同进行。 使用对观众的实际大小的估计,内容服务器系统可以采取适合于观众的动作,例如提供适合于观众的尺寸的广告以及观众成员的集体特征。 实际的观众大小的估计额外地允许内容服务器系统对于向观众提供的任何广告更精确地进行补偿。
    • 8. 发明申请
    • PROCEDURALLY GENERATING BACKGROUND MUSIC FOR SPONSORED AUDIO
    • 程序生成赞助音频的背景音乐
    • WO2017087333A1
    • 2017-05-26
    • PCT/US2016/061916
    • 2016-11-14
    • PANDORA MEDIA, INC.
    • GOUYON, FabienRIOS, Gordon, Parker
    • G06Q50/10G11B20/10G06F17/00
    • G10H1/0025G06F17/30772G06Q30/0255G10H2210/021G10H2210/111G10H2210/145G10H2210/576G10H2240/075G10H2240/081G10H2240/131
    • A content server generates sponsored audio including procedurally generated background music. The content server obtains reference music features describing musicological characteristics of reference songs as well as sponsored audio information received from a third-party. The content server determines music generation parameters based on the sponsored audio information and based on a music model mapping the reference music features to music generation parameters. The music model may incorporate machine learning techniques to improve the mapping. The content server generates background music by using the determined music generation parameters as input to a procedural music algorithm, and generates sponsored audio by combining the generated background music concurrently with an audio voiceover obtained from the sponsored audio information. The sponsored audio is provided to a client device, which presents the sponsored audio to a user.
    • 内容服务器生成包括程序生成的背景音乐的赞助音频。 内容服务器获得描述参考歌曲的音乐特征的参考音乐特征以及从第三方接收的赞助音频信息。 内容服务器基于赞助音频信息并且基于将参考音乐特征映射到音乐生成参数的音乐模型来确定音乐生成参数。 音乐模型可以结合机器学习技术来改进映射。 内容服务器通过使用所确定的音乐生成参数作为过程音乐算法的输入来生成背景音乐,并且通过将生成的背景音乐与从赞助音频信息获得的音频旁白同时组合来生成赞助音频。 赞助音频被提供给客户端设备,客户端设备向用户呈现赞助音频。
    • 9. 发明申请
    • MEDIA FEATURE DETERMINATION FOR INTERNET-BASED MEDIA STREAMING
    • 基于互联网媒体流媒体的媒体特征确定
    • WO2017030661A1
    • 2017-02-23
    • PCT/US2016/040055
    • 2016-06-29
    • PANDORA MEDIA, INC.
    • EHMANN, AndreasSCHMIDT, Erik, MichaelHOGAN, Stephen
    • H04L29/06H04N21/233
    • H04L65/602G06F3/165G06F17/30026H04L67/2819
    • A media service server for streaming media items with similar media features receives a plurality of media items, where each media item of the plurality of media item is labeled with one or more media features characterizing the media item. Audio content features from the plurality of media items are extracted. Correlations between the audio content features and the media features are identified. A set of media items to be analyzed is received. For each media item of the set of media items, a set of media features based on the identified correlations between the audio content features and the plurality of media features is estimated. Each estimated media feature is associated with a confidence score. The set of media items with the estimated media features is provided to one or more experts for expert analysis.
    • 用于具有相似媒体特征的流媒体项目的媒体服务服务器接收多个媒体项目,其中多个媒体项目中的每个媒体项目被标记有表征媒体项目的一个或多个媒体特征。 提取来自多个媒体项目的音频内容特征。 识别音频内容特征和媒体功能之间的相关性。 接收一组待分析的媒体项目。 对于该组媒体项目的每个媒体项目,估计基于所识别的音频内容特征与多个媒体特征之间的相关性的一组媒体特征。 每个估计的媒体功能与置信度分数相关联。 将具有估计媒体功能的一组媒体项目提供给一个或多个专家进行专家分析。