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Tensor Hero: Generating Playable Guitar Hero Charts from Any Song
Elliott Waissbluth, Samantha Carr, A. Popescu, Jackie Hu
In this paper, we summarize our progress towards creating a system capable of ingesting raw audio files and outputting playable Guitar Hero charts which are matched to the musical structure of that audio. We refer to this task as abstract transcript…
In this paper, we summarize our progress towards creating a system capable of ingesting raw audio files and outputting playable Guitar Hero charts which are matched to the musical structure of that audio. We refer to this task as abstract transcription . Drawing on work from music information retrieval (MIR), machine learning, and signal processing, we formulate and review candidate models to accomplish this task, including all data preprocessing and model training steps explored. In addition to abstract transcription, we also detail a sys-tem used for difficulty conversion , the task of taking a dense and fast Guitar Hero chart and simplifying it to a more sparse and easy format. We detail our model selection and evaluation processes and summarize progress as of the submission of this report.
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0
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0 | 2022 |
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