IMPLEMENTING AUTOMATIC MUSIC AUDIO TRANSCRIPTION

    公开(公告)号:US20240404494A1

    公开(公告)日:2024-12-05

    申请号:US18204855

    申请日:2023-06-01

    Applicant: Lemon Inc.

    Abstract: The present disclosure describes techniques for implementing automatic music audio transcription. A deep neural network model may be configured. The deep neural network model comprises a spectral cross-attention sub-model configured to project a spectral representation of each time step t, denoted as St, into a set of latent arrays at the time step t, denoted as θth, h representing an h-th iteration. The deep neutral network model comprises a plurality of latent transformers configured to perform self-attention on the set of latent arrays θth. The deep neural network model further comprises a set of temporal transformers configured to enable communications between any pairs of latent arrays θthat different time steps. Training data may be augmented by randomly mixing a plurality of types of datasets comprising a vocal dataset and an instrument dataset. The deep neural network model may be trained using the augmented training data.

    ADAPTIVE DISK SPILL BASED ON MEMORY USAGE OF SHARED STORAGE

    公开(公告)号:US20240403292A1

    公开(公告)日:2024-12-05

    申请号:US18798502

    申请日:2024-08-08

    Abstract: A hybrid transactional/analytical processing database includes an OLTP engine, OLAP engine, and shared storage including a mass storage device holding data of multiple tenants. The shared storage includes processing circuitry configured to implement a query executor configured to continuously monitor actual memory usage of the shared storage while the shared storage is responding to one or more queries from the OLTP engine or OLAP engine. Upon determining the actual memory usage of an operator evaluating the one or more of the queries from the OLTP engine or OLAP engine at the shared storage exceeds the preventative memory usage threshold but does not exceed the system memory usage threshold, the query executor is further configured to spill one or more fragments of query memory corresponding to the one or more queries to the mass storage device, without terminating the one or more queries.

    Method and system for creating stickers from user-generated content

    公开(公告)号:US12154200B2

    公开(公告)日:2024-11-26

    申请号:US17954098

    申请日:2022-09-27

    Abstract: Example aspects include techniques for creating video stickers from user-generated content. These techniques may include receiving selection of a video content item previously uploaded to a SMP server application corresponding to the SMP client application, and presenting a graphical user interface (GUI) for receiving one or more derivative attributes for generating a derivative video sticker from the video content item. In addition, the techniques may include adding the derivative video sticker to a library of stickers provided by the SMP server application to a plurality of SMP client applications, and presenting the derivative video sticker within a communication interface associated with the SMP server application.

    MEMORY-EFFICIENT VOLUME DATA STRUCTURES FOR NOVEL VIEWPOINT RENDERING

    公开(公告)号:US20240386651A1

    公开(公告)日:2024-11-21

    申请号:US18317818

    申请日:2023-05-15

    Applicant: Lemon Inc.

    Inventor: Celong Liu Xing Mei

    Abstract: Examples of memory-efficient volume data structures for novel view rendering are provided. In one aspect, a computing device for rendering a model volume data structure is provided. The computing device comprises a processor coupled to a storage medium that stores instructions, which, upon execution by the processor, cause the processor to store the model volume data structure, wherein the model volume data structure comprises a B+ tree graph, determine a camera view in which to render the model volume data structure, determine a plurality of rays in three-dimensional space based on the camera view, for each ray in the plurality of rays, perform a ray-marching process using the model volume data structure to determine a plurality of color features, and render the model volume data structure using the pluralities of color features.

    MUSIC GENERATION METHOD, APPARATUS, SYSTEM AND STORAGE MEDIUM

    公开(公告)号:US20240371345A1

    公开(公告)日:2024-11-07

    申请号:US18573396

    申请日:2023-04-27

    Applicant: Lemon Inc.

    Abstract: Embodiments of the present disclosure relate to a music generation method, apparatus, system and storage medium. In at least some embodiments of the present disclosure, by displaying a music generation interface including a text input box, a music generation control and a music configuration item in response to an operation by a user triggering the music generation control, so that the user can input a custom text in the text input box and configure a music melody through the music configuration item, and then in response to an operation by the user triggering the music generation control, it is possible to generate a voice based on the custom text input by the user, and generate a music including the voice corresponding to the custom text based on the generated voice and the user configured music melody.

    METHOD AND ELECTRONIC DEVICE FOR LIGAND GENERATION

    公开(公告)号:US20240347142A1

    公开(公告)日:2024-10-17

    申请号:US18632639

    申请日:2024-04-11

    CPC classification number: G16C20/50 G16C20/30

    Abstract: Embodiments of the present disclosure relate to a method and an electronic device for ligand generation. The method comprises: obtaining a trained ligand generation model, wherein the trained ligand generation model is generated based on decomposition of a ligand by modeling of atom positions, atom types, and chemical bonds; and obtaining, based on a target protein, a target ligand molecule corresponding to the target protein by using the trained ligand generation model. According to the method, the ligand generation model in the embodiments of the present disclosure considers the decomposition of the ligand and also models the chemical bonds, so that it can generate the target ligand molecule with higher affinity.

    COMPUTING APPARATUS AND METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20240345806A1

    公开(公告)日:2024-10-17

    申请号:US18630753

    申请日:2024-04-09

    CPC classification number: G06F7/5443 G06F7/4876

    Abstract: A computing apparatus and method, an electronic device and a storage medium are provided. The computing apparatus includes: a preprocessing module configured to receive N pairs of input parameters, and perform format conversion on each pair of input parameters according to the precision type of the N pairs of input parameters, and obtain N pairs of processed input parameters; and a calculation module configured to respectively compute a product of exponents and mantissas of each pair of processed input parameters, and obtain an output result based on the product of exponents and mantissas of each pair of processed input parameters. The computing apparatus supports multiply-accumulate computation of a plurality of floating-point types. The computing apparatus can multiplex the multiplication computation of the mantissa and make the computing apparatus support multiply-accumulate computations in a plurality of precision formats at the cost of lower area and power consumption.

    PROTECTING MEMBERSHIP FOR SECURE COMPUTATION AND COMMUNICATION

    公开(公告)号:US20240338478A1

    公开(公告)日:2024-10-10

    申请号:US18520919

    申请日:2023-11-28

    Applicant: Lemon Inc.

    CPC classification number: G06F21/6245 G06F16/24558 G06F16/258

    Abstract: Methods and systems for protecting membership privacy for secure computation and communication are provided. The method includes providing a first dataset, determining a number N based on a data privacy configuration, and generating a padding dataset having more than N elements. An intersection of the padding dataset and the first dataset is empty. The method also includes shuffling the padding dataset, up-sampling the first dataset with a first N elements of the shuffled padding dataset, and performing an intersection operation based on the up-sampled first dataset and a received dataset.

    Instrument and training method
    370.
    发明授权

    公开(公告)号:US12102871B2

    公开(公告)日:2024-10-01

    申请号:US18257253

    申请日:2021-12-03

    Applicant: LEMON inc.

    CPC classification number: A63B23/16 A61H1/0288 A61H7/001 A63B21/4019

    Abstract: Provided is an instrument and a training method capable of promoting muscle stretching and increasing a range of motion of a joint. An instrument according to the present invention is an instrument for reducing muscle pain during muscle stretching and increasing a range of motion of a joint, including: a main body portion; and a pressing portion that is provided to protrude from the main body portion and presses to stimulate a Pacinian corpuscle present in a palm of a user, in which by grasping the main body portion with one hand, the pressing portion accurately contacts the Pacinian corpuscle, and an appropriate pressure can be applied to the Pacinian corpuscle.

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