Steve Murr
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Machine-Learning

Apr 8, 2026 18 min read
music machine-learning audio

Training ML Models for Instrumental Music Generation

The most practical path to building an instrumental music generation system today is fine-tuning Meta's MusicGen on 500–2,000 curated tracks — costing $100–300 in compute. This report covers architectures, datasets, training pipelines, compute costs, and actionable recommendations.