Text-to-Music
2 published articles
LLMs & Models4 min read
AI Music Generation: Qwen's answer to prompt drift
Music 3.0 swaps the one-tag prompt for a timeline that keeps AI songs on track
AI tracks tend to drift from the prompt as they unfold: instruments drop out, emotion flattens, the vocal style comes and goes. Music 3.0 swaps the one-tag description for a time-sequential Structured Caption, backed by an 8B/0.6B Hybrid-LM that splits structure from detail.
2026-08-21
AI3 min read
AI MUSIC
The melody-first trick that lets Qwen-Music beat Suno on 13 metrics
Qwen-Music separates melody planning from full-song generation via Melody-CoT. The 3-billion-parameter model, trained on 5 million+ hours of multilingual data, achieves state-of-the-art results against Suno V5 and MiniMax Music 2.6 in both objective metrics and human preference.
2026-07-31