--- title: Introducing midihum: An ML-Based MIDI Humanizing Tool description: Introducing midihum, a command-line tool for humanizing MIDI compositions by adjusting velocity values. Trained on competition piano performances, midihum can... canonical: https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Introducing midihum: An ML-Based MIDI Humanizing Tool | daily.dev og:description: Introducing midihum, a command-line tool for humanizing MIDI compositions by adjusting velocity values. Trained on competition piano performances, midihum can... og:url: https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i og:image: https://api.daily.dev/og/posts/cmeOxEq9I.png og:image:alt: Introducing midihum: An ML-Based MIDI Humanizing Tool og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Introducing midihum: An ML-Based MIDI Humanizing Tool **[Hacker News](https://daily.dev/sources/hn)** · 4 min read · 1 upvotes · 0 comments ## Summary Introducing midihum, a command-line tool for humanizing MIDI compositions by adjusting velocity values. Trained on competition piano performances, midihum can make digital compositions sound more natural and expressive. It uses gradient boosted trees and offers easy installation and usage. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#xgboost](https://daily.dev/tags/xgboost) [View this post on daily.dev](https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Introducing midihum: An ML-Based MIDI Humanizing Tool","url":"https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i"},"datePublished":"2023-12-31T13:11:00.707Z","dateModified":"2023-12-31T13:11:00.266Z","description":"Introducing midihum, a command-line tool for humanizing MIDI compositions by adjusting velocity values. Trained on competition piano performances, midihum can...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/800fa41d505e5b810d721a61d6612016?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/800fa41d505e5b810d721a61d6612016?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Hacker News","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hacker News","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hn","url":"https://daily.dev/sources/hn"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/introducing-midihum-an-ml-based-midi-humanizing-tool-cmeoxeq9i","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"xgboost","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hacker News","item":"https://daily.dev/sources/hn"},{"@type":"ListItem","position":3,"name":"Introducing midihum: An ML-Based MIDI Humanizing Tool"}]} ```