Public Muscriptor Instance (latest, most powerful Audio-to-MIDI model)
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GPU powered models to convert any song to piano
HN · launched Aug 21, 2026 · 58 upvotes (top 12%) · 0 views
Niche: software synthesizers and midi tools · 119 launches, 5 in the last 7 days ▼ -69% · Explore this niche →
Category and tags
- Media & entertainment
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 119 launches in software synthesizers and midi tools →
Could you build this?
No State-of-the-art polyphonic audio-to-MIDI transcription requires proprietary machine learning research, custom deep neural networks, massive compute, and specialized audio DSP knowledge.
What it would actually take: A production implementation requires a trained deep learning architecture (e.g., Onsets and Frames or transformer-based sequence-to-sequence models) deployed on high-performance GPU inference servers (using Triton or TensorRT). The hardest part is training or fine-tuning models to handle complex polyphonic audio, precise onset/offset detection, dynamic velocity, and pedal estimation without latency or hallucinated notes. This requires specialized ML/audio DSP researchers and substantial GPU compute resources.
Discussion
11 comments analyzed.
Competitors mentioned: Muscriptor, Chordify
Concerns raised: 10-second time limit makes it useless for longer pieces, CC-BY-NC license restrictions on commercial use unclear, Unclear intent behind non-commercial licensing model
Feature requests: Note-level theory analysis in addition to transcription, Longer duration support beyond 10 seconds
Competitors
Other products that read as similar to this one : 1043 launches clear the similarity bar, closest 8 shown.
Attention rank: #147 of 1044 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 296 days after the earliest competitor.
- coopiano · github · 2026-10-14 · 56 upvotes · similarity 0.70
- jevthoven · github · 2026-09-17 · 10 upvotes · similarity 0.65
- audio2midi · github · 2026-11-09 · 12 upvotes · similarity 0.64
- Miditui · hn · 2026-01-08 · 66 upvotes · similarity 0.63
- pianoroll · github · 2026-09-21 · 11 upvotes · similarity 0.58
- MuLaCover · github · 2026-09-14 · 55 upvotes · similarity 0.58
- Clef · hn · 2026-08-07 · 8 upvotes · similarity 0.58
- QWERTY MIDI · hn · 2026-08-07 · 6 upvotes · similarity 0.58
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