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    Music generator
    3.
    发明授权
    Music generator 有权

    公开(公告)号：US11625217B2

    公开(公告)日：2023-04-11

    申请号：US17080711

    申请日：2020-10-26

    申请人： AiMi Inc.

    发明人： Edward Balassanian

    IPC分类号： G06F3/16 ,  G06F16/61 ,  G06F16/632 ,  G06F16/683 ,  G10H1/00 ,  G10H7/00

    摘要： Techniques are disclosed relating to generating music content. In one embodiment, a method includes determining one or more musical attributes based on external data and generating music content based on the one or more musical attributes. Generating the music content may include selecting from stored sound loops or tracks and/or generating new tracks based on the musical attributes. Selected or generated sound loops or tracks may be layered to generate the music content. Musical attributes may be determined in some embodiments based on user input (e.g., indicating a desired energy level), environment information, and/or user behavior information. Artists may upload tracks, in some embodiments, and be compensated based on usage of their tracks in generating music content. In some embodiments, a method includes generating sound and/or light control information based on the musical attributes.

    Audio Representation for Variational Auto-encoding
    4.
    发明申请
    Audio Representation for Variational Auto-encoding 有权

    公开(公告)号：US20220092392A1

    公开(公告)日：2022-03-24

    申请号：US17476952

    申请日：2021-09-16

    申请人： AiMi Inc.

    发明人： Toby Gifford

    IPC分类号： G06N3/04 ,  G06N3/08

    摘要： Various methods for representing audio suitable for use in variational audio encoding are disclosed. A method comprises maintaining, by a computing system, state information for multiple resonator models with different resonant frequencies. The method further comprises iteratively performing a number of different operations, by the computing system for multiple respective samples in a set of audio samples in the time domain. These operations include updating the state information for the multiple resonator models based on the sample amplitude. The operations also include determining respective resonator amplitudes and phases for the updated multiple resonator models and storing, respective resonator amplitude and change-in-phase information for the sample.

    Music Generator Generation of Continuous Personalized Music
    6.
    发明申请
    Music Generator Generation of Continuous Personalized Music 有权

    公开(公告)号：US20220059063A1

    公开(公告)日：2022-02-24

    申请号：US17408105

    申请日：2021-08-20

    申请人： AiMi Inc.

    发明人： Edward Balassanian ,  Patrick E. Hutchings ,  Toby Gifford

    IPC分类号： G10H1/00 ,  G10H1/053

    摘要： Techniques are disclosed relating to automatically generate new music content. In some embodiments, a computing system receivers user input specifying a user-defined music control element. The computing system may train a machine learning model to change both composition and performance parameters based on user adjustments to the user-defined music control element. In embodiments in which composition and performance subsystems are on different devices, one device may transmit configuration information to another device, where the configuration information specifies how to adjust parameters based on user input to the user-defined music control element. Disclosed techniques may facilitate centralized learning for human-like music production while allowing individualized customization for individual users. Further, disclosed techniques may allow artists to define their own abstract music controls and make those controls available to end-users.

    Audio Techniques for Music Content Generation
    7.
    发明申请
    Audio Techniques for Music Content Generation 有权

    公开(公告)号：US20210247954A1

    公开(公告)日：2021-08-12

    申请号：US17174066

    申请日：2021-02-11

    申请人： AiMi Inc.

    发明人： Edward Balassanian ,  Patrick E. Hutchings ,  Toby Gifford

    IPC分类号： G06F3/16 ,  G10L21/12 ,  G05B15/02

    摘要： Techniques are disclosed relating to implementing audio techniques for real-time audio generation. For example, a music generator system may generate new music content from playback music content based on different parameter representations of an audio signal. In some cases, an audio signal can be represented by both a graph of the signal (e.g., an audio signal graph) relative to time and a graph of the signal relative to beats (e.g., a signal graph). The signal graph is invariant to tempo, which allows for tempo invariant modification of audio parameters of the music content in addition to tempo variant modifications based on the audio signal graph.

    MUSIC GENERATOR
    8.
    发明申请
    MUSIC GENERATOR 有权

    公开(公告)号：US20210089267A1

    公开(公告)日：2021-03-25

    申请号：US17080711

    申请日：2020-10-26

    申请人： AiMi Inc.

    发明人： Edward Balassanian

    IPC分类号： G06F3/16 ,  G06F16/61 ,  G06F16/632 ,  G06F16/683 ,  G10H1/00 ,  G10H7/00

    摘要： Techniques are disclosed relating to generating music content. In one embodiment, a method includes determining one or more musical attributes based on external data and generating music content based on the one or more musical attributes. Generating the music content may include selecting from stored sound loops or tracks and/or generating new tracks based on the musical attributes. Selected or generated sound loops or tracks may be layered to generate the music content. Musical attributes may be determined in some embodiments based on user input (e.g., indicating a desired energy level), environment information, and/or user behavior information. Artists may upload tracks, in some embodiments, and be compensated based on usage of their tracks in generating music content. In some embodiments, a method includes generating sound and/or light control information based on the musical attributes.

    MUSIC GENERATOR
    9.
    发明申请
    MUSIC GENERATOR 有权

    公开(公告)号：US20210027754A1

    公开(公告)日：2021-01-28

    申请号：US16894153

    申请日：2020-06-05

    申请人： AiMi Inc.

    发明人： Edward Balassanian ,  Patrick Hutchings

    IPC分类号： G10H1/00 ,  G06N20/00 ,  G10H1/02

    摘要： Techniques are disclosed relating to determining composition rules, based on existing music content, to automatically generate new music content. In some embodiments, a computer system accesses a set of music content and generates a set of composition rules based on analyzing combinations of multiple loops in the set of music content. In some embodiments, the system generates new music content by selecting loops from a set of loops and combining selected ones of the loops such that multiple ones of the loops overlap in time. In some embodiments, the selecting and combining loops is performed based on the set of composition rules and attributes of loops in the set of loops.

    Granular User Feedback Tracking for Generative Music Systems
    10.
    发明公开
    Granular User Feedback Tracking for Generative Music Systems 审中-公开

    公开(公告)号：US20240290308A1

    公开(公告)日：2024-08-29

    申请号：US18585754

    申请日：2024-02-23

    申请人： Aimi Inc.

    发明人： Edward Balassanian ,  Patrick E. Hutchings

    IPC分类号： G10H1/00 ,  G06N3/08

    CPC分类号： G10H1/0025 ,  G06N3/08 ,  G10H2210/036 ,  G10H2210/111

    摘要： Techniques are disclosed that pertain to generating output music content based on musical embeddings. A computer system generates output music content that includes multiple overlapping musical expressions in time. The computer system receives user feedback at a point in time while the output music content is being played. Based on the user feedback and based on characteristics of the output music content associated with the point in time, the computer system determines one or more expression embeddings generated based on expressions selected for inclusion in the output music content and one or more composition embeddings generated based on combined expressions in the output music content. The computer system generates additional output music content based on the expression and composition embeddings.