An information processing method according to the present invention includes providing first musical piece information representing contents of a musical piece and performance information relating to a past performance prior to one unit period within the musical piece to a learner that has undergone learning relating to a specific tendency that relates to a performance, and generating, for the one unit period, performance information that is based on the specific tendency with the learner.

A tool is needed for music instrument learners to get feedbacks on the correctness of their performances of a particular piece of music. The invention disclosed here is such a tool that can provide music instrument players instant feedback on note pitch and rhythms accuracy based on sheet music. This is accomplished through audio signal processing, sheet music image processing, and conversion of both analogue images and audio signals into standard digital music representation so a comparison can be done and hence a feedback can be presented to the player. An advanced feature will allow users to save the data to the cloud and retrieve later for comparison of progress. It also will allow user to participate an online competition with other players of the same piece of music.

A tool is needed for music instrument learners to get feedbacks on the correctness of their performances of a particular piece of music. The invention disclosed here is such a tool that can provide music instrument players instant feedback on note pitch and rhythms accuracy based on sheet music. This is accomplished through audio signal processing, sheet music image processing, and conversion of both analogue images and audio signals into standard digital music representation so a comparison can be done and hence a feedback can be presented to the player. An advanced feature will allow users to save the data to the cloud and retrieve later for comparison of progress. It also will allow user to participate an online competition with other players of the same piece of music.

A method for generating a musical score based on user performance during playing a keyboard instrument may include detecting a status change of a plurality of execution devices of the keyboard instrument. The method may include generating a first signal according to the detected status change. The method may include generating a second signal indicating a plurality of timestamps. The method may include determining a tune of the musical score based on the first signal. The method may include determining a rhythm of the musical score based on the second signal. The method may further include generating the musical score based on the tune and the rhythm of the musical score.

A method for generating a musical score based on user performance during playing a keyboard instrument may include detecting a status change of a plurality of execution devices of the keyboard instrument. The method may include generating a first signal according to the detected status change. The method may include generating a second signal indicating a plurality of timestamps. The method may include determining a tune of the musical score based on the first signal. The method may include determining a rhythm of the musical score based on the second signal. The method may further include generating the musical score based on the tune and the rhythm of the musical score.

An arrangement generation method executed by a computer includes acquiring target musical piece data that include performance information that indicates a melody and a chord of at least a part of a musical piece and include meta information that indicates characteristics of at least the part of the musical piece, generating, from the acquired target musical piece data, by using a generative model trained by machine learning, arrangement data obtained by arranging the performance information in accordance with the meta information, and outputting the generated arrangement data.

An audio processing method, for each time step of a plurality of time steps on a time axis: acquires encoded data that reflects current musical features of a tune for a current time step and musical features of the tune for succeeding time steps succeeding the current time step; acquires control data according to a real-time instruction provided by a user; and generates acoustic feature data representative of acoustic features of a synthesis sound in accordance with first input data including the acquired encoded data and the acquired control data.

An audio processing method, for each time step of a plurality of time steps on a time axis: acquires encoded data that reflects current musical features of a tune for a current time step and musical features of the tune for succeeding time steps succeeding the current time step; acquires control data according to a real-time instruction provided by a user; and generates acoustic feature data representative of acoustic features of a synthesis sound in accordance with first input data including the acquired encoded data and the acquired control data.

Provided are systems and methods for transforming a digital score file into one or more of a plurality of levels of simplified visualization outputs. Methods of the present invention may be computer implemented. Systems of the present invention may include at least one display device, a non-transitory memory having instructions embedded thereon, and a processor in communication with the non-transitory memory and the at least one display device. Systems and methods of the present invention may be configured to receive at least one digital score file, upon which one or more simplification rules are executed, resulting in at least one simplified visualization output. Simplification rules may include, but are not limited to, song length, tempo adjustment, tie, rhythm, harmonic rhythm, and chord. One or more simplified visualization outputs are then provided.

Provided are systems and methods for transforming a digital score file into one or more of a plurality of levels of simplified visualization outputs. Methods of the present invention may be computer implemented. Systems of the present invention may include at least one display device, a non-transitory memory having instructions embedded thereon, and a processor in communication with the non-transitory memory and the at least one display device. Systems and methods of the present invention may be configured to receive at least one digital score file, upon which one or more simplification rules are executed, resulting in at least one simplified visualization output. Simplification rules may include, but are not limited to, song length, tempo adjustment, tie, rhythm, harmonic rhythm, and chord. One or more simplified visualization outputs are then provided.