US 2026/0204244 A1 · SYMBOLIC MUSIC GENERATION METHOD AND SYSTEM USING LANGUAGE MODEL

Abstract

An artificial intelligence system includes: one memory configured to store instructions; and one processor configured to execute the instructions to encode music data to generate input tokens from input digital music protocol data and store the input tokens in the one memory; access a data structure in the one memory to load the input tokens; generate one data representation by concatenating a token embedding result converted from the loaded input tokens and a structural embedding result comprising one of a part embedding, a type embedding, a time embedding, and a pitch class embedding; ingest the data representation into at least one artificial intelligence model executed by the one processor; infer, by the one artificial intelligence model, a next output token based on the data representation to generate symbolic music data; and manifest the generated symbolic music data through a user interface.

Claims15

Dependent claims

An artificial intelligence system for generating symbolic music, the system comprising:

at least one memory configured to store instructions;
and
at least one processor configured to execute the instructions to
encode music data to generate input tokens from input digital music protocol data and store the input tokens in the at least one memory;
access a data structure in the at least one memory to load the input tokens;
generate at least one data representation by concatenating a token embedding result converted from the loaded input tokens and a structural embedding result comprising at least one of a part embedding, a type embedding, a time embedding, and a pitch class embedding;
ingest the data representation into at least one artificial intelligence model executed by the at least one processor;
infer, by the at least one artificial intelligence model, a next output token based on the data representation to generate symbolic music data;
and
manifest the generated symbolic music data through a user interface.

7 more elements

A computer-implemented method for generating symbolic music, the method being executed by at least one processor, comprising:

encoding music data to generate input tokens from input digital music protocol data by the at least one processor, and storing the input tokens in at least one memory;
accessing a data structure in the at least one memory to load the stored input tokens by the at least one processor;
generating at least one data representation by concatenating a token embedding result corresponding to the loaded input tokens and a result of a plurality of structural embeddings indicating structural features by the at least one processor;
ingesting the at least one data representation into a pre-trained large language model;
inferring symbolic music by generating a next output token based on the data representation by the large language model;
and
delivering the inferred symbolic music to at least one subsequent processing component to manifest the symbolic music through a user interface.

4 more elements

Dependencies are inferred from the claim text.

Symbolic music generation method and system using language model

Life of this patent

Symbolic music generation method and system using language model

Life of this patent

Abstract

Claims15