Dynamic-Band-Splitting
Official implementation of “Learning Where to Split: Dynamic Band Splitting for Audio Source Separation”
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This is 1 of 17 launches in audio stem separation tools — see how it stacks up on momentum and crowding →
693 other launches read as similar to this one →
Details
- External ID
- 1411137387
- Source
- GITHUB
- Company
- —
- Product
- Dynamic-Band-Splitting
- Website domain
- github.com
- Launched
- Oct. 9, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.14
- Tags
- —
Enrichment
- Niche
- audio stem separation tools
- Vertical
- Media & entertainment
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- audio source separation model implementation
- Manually corrected
- False
Could you build this?
No This is academic machine learning research for audio DSP and deep neural source separation, requiring novel algorithmic architecture design, complex DSP math, and expensive GPU training runs.
What it would actually take: Built with PyTorch/TensorFlow, Torchaudio, and complex multi-band filterbanks (STFT, learnable band-splitting networks, dual-path RNN/transformer backbones). Requires deep domain expertise in speech/audio processing, signal theory, custom loss functions (SDR/SI-SNR), and extensive training on curated multi-track datasets using GPU clusters.
Competitors
Other products that read as similar to this one — 693 launches clear the similarity bar, closest 8 shown.
Attention rank: #576 of 694 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 344 days after the earliest competitor.
- Audiomass · hn · 2026-05-24 · 553 upvotes · similarity 0.57
- Audionaut · hn · 2026-10-02 · 152 upvotes · similarity 0.57
- zipcodec · github · 2026-09-11 · 8 upvotes · similarity 0.56
- Headroom · hn · 2026-05-21 · 6 upvotes · similarity 0.55
- Music visualizers that react to audio in real time · hn · 2026-05-12 · 8 upvotes · similarity 0.55
- Rocksky · hn · 2026-05-16 · 117 upvotes · similarity 0.55
- hearr · github · 2026-09-30 · 8 upvotes · similarity 0.54
- chilpa · github · 2026-09-25 · 25 upvotes · similarity 0.54
Other launches for this product
- No other launches for this product.