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Technology#AI in Music📝 BlogAnalyzed: Dec 24, 2025 13:14

AI Music Creation and Key/BPM Detection Tools

Published:Dec 24, 2025 03:18
1 min read
Zenn AI

Analysis

This article discusses the author's experience using AI-powered tools for music creation, specifically focusing on key detection and BPM tapping. The author, a software engineer and hobbyist musician, highlights the challenges of manually determining key and BPM, and how tools like "Key Finder" and "BPM Tapper" have streamlined their workflow. The article promises to delve into the author's experiences with these tools, suggesting a practical and user-centric perspective. It's a personal account rather than a deep technical analysis, making it accessible to a broader audience interested in AI's application in music.
Reference

音楽を作るとき、曲のキーを正しく把握したり、BPMを素早く測ったりするのが意外と面倒で、創作の流れを止めてしまうんですよね。

Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 11:38

Instruction-Tuning Language Models for BPMN Model Generation

Published:Dec 12, 2025 22:07
1 min read
ArXiv

Analysis

This research explores the application of instruction-tuning techniques to generate BPMN models using open-weight language models. The potential benefit lies in automating business process modeling, thereby improving efficiency and reducing manual effort.
Reference

The research focuses on instruction-tuning open-weight language models.