SYSTEMS, METHODS AND APPARATUS FOR GENERATING MUSICRECOMMENDATIONS BASED ON COMBINING SONG AND USER INFLUENCERS WITH CHANNEL RULE CHARACTERIZATIONS

    公开(公告)号:US20240346072A1

    公开(公告)日:2024-10-17

    申请号:US18594811

    申请日:2024-03-04

    摘要: Systems, methods and apparatus for generating music recommendations based on combining song and user influencers with channel rule characterizations are presented. Such systems and methods output a playlist, which may be delivered as an information stream of audio on a user or client device, such as a telephone or smartphone, tablet, computer or MP3 player, or any consumer device with audio play capabilities. The playlist may comprise various individual audio clips of one genre or type, such as songs, or of multiple types, such as music, talk, sports and comedy. The individual audio clips may be ordered by a sequencer, which, using large amounts of data, generates both (i) user independent and (i) user dependent influencer weightings for each clip, and then combines all of such influencer weightings into a combined play weighting W for a given audio clip, for a given user. Taking the various play weightings W(Ui, Sj), a set of rules may be applied to generate a set of candidates C(Ui, Sj, Tk) to play to User j in each of Time slots k through k+m. Real time playlists may then be generated from the m sets of candidates by application of a set of rules, which may be channel rules, for example. The data used to generate influencer weightings may include user-specific data including preferences and detailed listening history, audio clip specific data, and data gleaned from various Internet accessible sources, including social media. In some embodiments a feedback loop may be implemented to gauge the accuracy of the dynamically generated playlists and modify the influencer weightings in response.

    System and method for multi-media search in a content management system

    公开(公告)号:US12079270B2

    公开(公告)日:2024-09-03

    申请号:US16708011

    申请日:2019-12-09

    摘要: A system comprising a client computer, a data store comprising a content management repository, a server computer coupled to the client computer by a network, the server computer comprising code for: receiving audio data; converting the audio data to text; extracting a specified string from the text as an extracted string; determining an extracted string attribute for the extracted string; storing a media file containing the audio data as a content object; configuring the content object to be searchable by the extracted string; receiving a search query from the client application; searching a plurality of managed objects based on the search query; and based on determining that the extracted string matches a search string, returning an indication of the first media file, the extracted string and the extracted string attribute in a search result.

    SOUND SEARCH
    3.
    发明公开
    SOUND SEARCH 审中-公开

    公开(公告)号:US20240232258A9

    公开(公告)日:2024-07-11

    申请号:US18326261

    申请日:2023-05-31

    摘要: A device includes one or more processors configured to generate one or more query caption embeddings based on a query. The processor(s) are further configured to select one or more caption embeddings from among a set of embeddings associated with a set of media files of a file repository. Each caption embedding represents a corresponding sound caption, and each sound caption includes a natural-language text description of a sound. The caption embedding(s) are selected based on a similarity metric indicative of similarity between the caption embedding(s) and the query caption embedding(s). The processor(s) are further configured to generate search results identifying one or more first media files of the set of media files. Each of the first media file(s) is associated with at least one of the caption embedding(s).

    Method and system for providing resegmented audio content

    公开(公告)号:US11693900B2

    公开(公告)日:2023-07-04

    申请号:US16641279

    申请日:2017-11-20

    摘要: Methods and systems are disclosed for providing segments of audio broadcasts in responses to user queries. The segments are provided, for example, in real time, with the segments being precise segments responsive to the search query or other search request, located, isolated, and provided to the requesting party or entity. The queried audio segments are found by matching a medium, known as a “word cloud”, obtained based on the query, with audio segments, obtained based on the query. The word cloud is continuously updated with time relevant terms, associated with the subject of the word cloud. The word cloud is applied to the audio segment to obtain the most relevant audio segments, which are resegmented from the audio segment.