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1. 发明授权

US09367612B1 Correlation-based method for representing long-timescale structure in time-series data 有权
标题翻译：用于表示时间序列数据中的长时间尺度结构的相关方法
公开(公告)号：US09367612B1
公开(公告)日：2016-06-14
申请号：US13300057
申请日：2011-11-18
申请人： Douglas Eck , Jay Yagnik
发明人： Douglas Eck , Jay Yagnik
IPC分类号： G06F17/00 , G06F17/30
CPC分类号： G06F17/30743 , G06F17/30551 , G06F17/3074
摘要： A system identifies a set of initial segments of a time-based data item, such as audio. The segments can be defined at regular time intervals within the time-based data item. The initial segments are short segments. The system computes a short-timescale vectorial representation for each initial segment and compares the short-timescale vectorial representation for each initial segment with other short-timescale vectorial representations of the segments in a time duration within the time-based data item (e.g., audio) immediately preceding or immediately following the initial segment. The system generates a representation of long-timescale information for the time-based data item based on a comparison of the short-timescale vectorial representations of the initial segments and the short-timescale vectorial representations of immediate segments. The representation of long-timescale information identifies an underlying repetition structure of the time-based data item, such as rhythm or phrasing in an audio item.
摘要翻译：系统识别基于时间的数据项（例如音频）的一组初始段。可以在基于时间的数据项中以规则的时间间隔定义段。初始段是短段。该系统计算每个初始段的短时刻矢量表示，并将每个初始段的短时刻矢量表示与时间数据项内的时间段内的段的其他短时刻矢量表示进行比较（例如，音频）紧接在初始段之前或之后。基于初始段的短时刻矢量表示与即时段的短时刻矢量表示的比较，该系统生成用于基于时间的数据项的长时间尺度信息的表示。长时间尺度信息的表示识别基于时间的数据项的基础重复结构，例如音频项目中的节奏或短语。

2. 发明授权

US08880415B1 Hierarchical encoding of time-series data features 有权
标题翻译：时间序列数据特征的分层编码
公开(公告)号：US08880415B1
公开(公告)日：2014-11-04
申请号：US13316286
申请日：2011-12-09
申请人： Douglas Eck , Jay Yagnik
发明人： Douglas Eck , Jay Yagnik
IPC分类号： G10L21/00
CPC分类号： G10L25/27 , G10H2250/581 , G10L2019/0001
摘要： A computing device identifies a first codeword in a first codebook to represent short-timescale information of frames in a time-based data item segmented at intervals and identifies a second codeword in a second codebook to represent long-timescale information of the frames. The computing device generates a third codebook based on the first codeword and the second codeword for the frames to add long-timescale information context to the short-timescale information of the frames.
摘要翻译：计算设备识别第一码本中的第一码字以表示以间隔分段的基于时间的数据项中的帧的短时间尺度信息，并且识别第二码本中的第二码字以表示帧的长时间尺度信息。计算设备基于第一码字和第二码字生成第三码本，以便为帧的短时间尺度信息添加长时间尺度信息上下文。

3. 发明授权

US08774509B1 Method and system for creating a two-dimensional representation of an image based upon local representations throughout the image structure 有权
标题翻译：基于整个图像结构中的局部表示来创建图像的二维表示的方法和系统
公开(公告)号：US08774509B1
公开(公告)日：2014-07-08
申请号：US13410199
申请日：2012-03-01
申请人： Jay Yagnik , Douglas Eck
发明人： Jay Yagnik , Douglas Eck
IPC分类号： G06K9/00
CPC分类号： G06T9/00 , G06K9/4642 , G06K9/6218
摘要： A system computes a vectorial representation for each of a set of initial patches in an image and compares the vectorial representation for each initial patch with vectorial representations of nearby patches. Each nearby patch is within a distance from an initial patch. The system applies an ordinal coding algorithm on the comparison results between the vectorial representations for the initial patches and vectorial representations of nearby patches to generate a two-dimensional representation of the image indicating a repeating pattern within the image.
摘要翻译：系统计算图像中的一组初始补丁中的每一个的向量表示，并将每个初始补丁的向量表示与附近补丁的向量表示进行比较。每个附近的补丁距离初始补丁有一段距离。该系统对初始补丁的矢量表示和附近补丁的向量表示之间的比较结果应用序数编码算法，以生成指示图像内的重复图案的图像的二维表示。

4. 发明授权

US09524487B1 System and methods for detecting temporal music trends from online services 有权
标题翻译：用于从在线服务中检测时间音乐趋势的系统和方法
公开(公告)号：US09524487B1
公开(公告)日：2016-12-20
申请号：US13466817
申请日：2012-05-08
申请人： Jay Yagnik , Douglas Eck
发明人： Jay Yagnik , Douglas Eck
IPC分类号： G06F15/16 , G06Q10/10 , G06F17/30 , G06Q30/00
CPC分类号： G06Q10/10 , G06F17/30 , G06Q30/00
摘要： A system and methods for automatically detecting temporal music trends by observing music consumption by users of online services, for example, social networks, and user sharing habits. In some embodiments, the system and methods gather music consumption patterns (e.g., downloading, listening, sharing or the like) of users, including music identifiers for a track, album, or playlist in a user's music library and time stamps that indicate consumption times corresponding to the music identifiers. A temporal trends detection engine determines music of interest to users by analyzing music consumption patterns of users, user interests and tastes in music, and social affinity between users. A recommendations engine automatically generates and transmits recommendations of music determined by the temporal trends detection engine to be of interest to users.
摘要翻译：用于通过观察在线服务的用户（例如，社交网络）和用户共享习惯的音乐消费来自动检测时间音乐趋势的系统和方法。在一些实施例中，系统和方法收集用户的音乐消费模式（例如，下载，收听，共享等），包括用户音乐库中的音轨，专辑或播放列表的音乐标识符，以及指示消费时间的时间戳对应于音乐标识符。时间趋势检测引擎通过分析用户的音乐消费模式，音乐中的用户兴趣和品味以及用户之间的社交关系来确定用户感兴趣的音乐。推荐引擎自动生成并发送由时间趋势检测引擎确定的用户兴趣的音乐推荐。

5. 发明授权

US09158842B1 Sound representation via winner-take-all coding of auditory spectra 有权
标题翻译：通过听觉光谱的获胜者全部编码的声音表示
公开(公告)号：US09158842B1
公开(公告)日：2015-10-13
申请号：US13616938
申请日：2012-09-14
申请人： Jay Yagnik , Richard Francis Lyon , Thomas Chadwick Walters , Douglas Eck
发明人： Jay Yagnik , Richard Francis Lyon , Thomas Chadwick Walters , Douglas Eck
IPC分类号： G06F17/30
CPC分类号： G06F17/30743 , G06F17/00 , G06F17/3074
摘要： Sound representations and winner-take-all codes of auditory spectra are used in the identification of audio content. A transformation component converts a set of sound frames from audio content into a set of spectral slices. A spectral encoder component encodes the spectral slices of auditory spectra into winner-take-all codes with a winner-take-all hash function. An identification component identifies which spectral dimension of a subset of spectral dimensions within a spectral slice has highest spectral value according to the winner-take-all codes. Reference audio content is determined to be similar or matching to the audio content based on the winner-take-all codes.
摘要翻译：听觉谱中的声音表示和获胜者代码都用于音频内容的识别。变换分量将一组声音帧从音频内容转换成一组光谱片段。频谱编码器组件将听觉光谱的频谱切片编成具有获胜者全部散列函数的获胜者所有代码。识别部件根据获胜者全部代码识别光谱切片内的光谱维度的子集的哪个光谱尺寸具有最高光谱值。参考音频内容被确定为基于获胜者所有代码与音频内容相似或匹配。

6. 发明授权

US08977374B1 Geometric and acoustic joint learning 有权
标题翻译：几何和声学联合学习
公开(公告)号：US08977374B1
公开(公告)日：2015-03-10
申请号：US13610866
申请日：2012-09-12
申请人： Douglas Eck , Jay Yagnik
发明人： Douglas Eck , Jay Yagnik
IPC分类号： G06F17/00 , G06F17/30 , G06F7/00 , G06G7/12 , H04H60/65 , H04H60/58 , G11B27/30 , H04H60/37 , H04H60/47 , H04H60/48
CPC分类号： H04H60/65 , G06F17/30778 , G10L25/63 , G11B27/105 , G11B27/28 , G11B27/3009 , H04H60/37 , H04H60/47 , H04H60/48 , H04H60/58
摘要： Described herein are methods and system for analyzing music audio. An example method includes obtaining a music audio track, calculating acoustic features of the music audio track, calculating geometric features of the music audio track in view of the acoustic features, and determining a mood of the music audio track in view of the geometric features.
摘要翻译：这里描述了用于分析音乐音频的方法和系统。示例性方法包括：获得音乐音轨，计算音乐音轨的声学特征，根据声学特征计算音乐音轨的几何特征，以及根据几何特征确定音乐音轨的情绪。

7. 发明申请

US20170197784A1 BLOW MOLDED WASTE CART WITH HANDLE 审中-公开
公开(公告)号：US20170197784A1
公开(公告)日：2017-07-13
申请号：US15172426
申请日：2016-06-03
申请人： Bruce Hamilton , Brian Moroney , Douglas Eck
发明人： Bruce Hamilton , Brian Moroney , Douglas Eck
IPC分类号： B65F1/14 , B29C49/48
CPC分类号： B65F1/1452 , B29C49/4802 , B29L2031/712 , B65F1/1468 , B65F1/1473 , B65F2250/114
摘要： A body for a blow-molded waste cart and a waste cart having a blow-molded hollow body with a rear wall and a handle keyway formed in the rear wall and a handle installed in the keyway. The body may include a detent formed in the rear wall of the body that engages a projection formed on the handle assembly. The keyway may be formed of a number of spaced trapezoidal slots with undercut sections that mate with a plurality of spaced trapezoidal keys on the handle. The waste cart, as well as the handle assembly may be blow-molded.

8. 发明申请

US20120290621A1 GENERATING A PLAYLIST 审中-公开
标题翻译：生成播放列表
公开(公告)号：US20120290621A1
公开(公告)日：2012-11-15
申请号：US13103445
申请日：2011-05-09
申请人： Geremy A. Heitz, III , Adam Berenzweig , Jason E. Weston , Ron J. Weiss , Sally A. Goldman , Thomas Walters , Samy Bengio , Douglas Eck , Jay M. Ponte , Ryan M. Rifkin
发明人： Geremy A. Heitz, III , Adam Berenzweig , Jason E. Weston , Ron J. Weiss , Sally A. Goldman , Thomas Walters , Samy Bengio , Douglas Eck , Jay M. Ponte , Ryan M. Rifkin
IPC分类号： G06F17/30
CPC分类号： G06F17/30772 , G06F17/30743
摘要： Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.
摘要翻译：生成播放列表可以包括在音频库中指定种子轨道; 识别具有在种子轨道的相应构造的范围内的构造的音频库中的音轨，其中音频轨道的构造从音频轨道的频率表示导出，并且导出用于种子轨道的相应构造从种子轨迹的频率表示; 以及使用所识别的至少一些音轨生成播放列表。

9. 发明授权

US10055493B2 Generating a playlist 有权
公开(公告)号：US10055493B2
公开(公告)日：2018-08-21
申请号：US13103445
申请日：2011-05-09
申请人： Geremy A. Heitz, III , Adam Berenzweig , Jason E. Weston , Ron J. Weiss , Sally A. Goldman , Thomas Walters , Samy Bengio , Douglas Eck , Jay M. Ponte , Ryan M. Rifkin
发明人： Geremy A. Heitz, III , Adam Berenzweig , Jason E. Weston , Ron J. Weiss , Sally A. Goldman , Thomas Walters , Samy Bengio , Douglas Eck , Jay M. Ponte , Ryan M. Rifkin
IPC分类号： G06F17/30
CPC分类号： G06F16/639 , G06F16/683
摘要： Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.

10. 发明授权

US09292878B1 Application programming interface for audio recommendation, discovery, and presentation within a social network 有权
标题翻译：在社交网络中进行音频推荐，发现和演示的应用程序编程界面
公开(公告)号：US09292878B1
公开(公告)日：2016-03-22
申请号：US13350713
申请日：2012-01-13
申请人： Richard Gossweiler , Douglas Eck
发明人： Richard Gossweiler , Douglas Eck
IPC分类号： G06F17/00 , G06Q50/00 , G06F17/30 , H04L29/08
CPC分类号： G06Q50/01 , G06F17/30743 , H04L67/02 , H04L67/06
摘要： A system and method for providing an application programming interface for interfacing with audio files within a social networking service are provided. The method includes receiving, at the one or more computing devices, an ordered list of social networking contacts associated with a member of the social networking service. The ordered list of social networking contacts is arranged according to a ranking of the social networking contacts. The method also includes receiving a list of audio files associated with the member of the social networking service. The method also includes receiving a set of instructions. The set of instructions is configured to be implemented with the ordered list of social networking contacts and the list of audio files. The method also includes interfacing with the ordered list of social networking contacts or the list of audio files according to the set of instructions to modify the list of audio files.
摘要翻译：提供了一种用于提供用于与社交网络服务内的音频文件进行接口的应用编程接口的系统和方法。该方法包括在一个或多个计算设备处接收与社交网络服务的成员相关联的社交网络联系人的有序列表。社交网络联系人的有序列表按照社交网络联系人的排名排列。该方法还包括接收与社交网络服务的成员相关联的音频文件的列表。该方法还包括接收一组指令。该组指令被配置为用社交网络联系人的有序列表和音频文件列表来实现。该方法还包括根据该组指令与社交网络联系人的有序列表或音频文件列表进行接口以修改音频文件列表。

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