X-AuT
code repo for X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation
Details
- External ID
- 1363641362
- Source
- GITHUB
- Company
- —
- Product
- X-AuT
- Website domain
- github.io
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.28183448629259544
- Tags
- —
- Fetched at
- Sept. 14, 2026, 5:29 p.m.
- Updated at
- Sept. 14, 2026, 5:29 p.m.
Enrichment
- Theme
- voice AI agents and infrastructure
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- audio encoder compression for speech llms
- Manually corrected
- False
Could you build this?
No This is frontier ML research involving progressive neural network pruning, cross-scale model distillation, and training speech encoders on over 280,000 hours of audio data.
What it would actually take: Reproducing this requires a large multi-GPU compute cluster (H100/A100s), a proprietary or massive 280k+ hour speech dataset, and deep ML research expertise. The pipeline involves training paired teacher/student models, developing custom layer-interaction behavioral probes, implementing cross-scale intermediate representation alignment, and tuning scheduled policy distillation runs.
Competitors
Other products that read as similar to this one — 628 launches clear the similarity bar, closest 8 shown.
Attention rank: #417 of 629 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- UltraCompress · hn · 2026-05-08 · 6 upvotes · similarity 0.69
- zipcodec · github · 2026-09-11 · 8 upvotes · similarity 0.65
- speechloom · github · 2026-09-09 · 31 upvotes · similarity 0.65
- voxweave · github · 2026-09-09 · 32 upvotes · similarity 0.58
- The Token Company: Intelligent compression for LLM context bloat · yc · 2026-03-03 · 25 upvotes · similarity 0.58
- wavrail · github · 2026-09-26 · 31 upvotes · similarity 0.57
- Inflect TTS v2+ONNX, 9M/4M text-to-speech models running in the browser · hn · 2026-07-26 · 7 upvotes · similarity 0.56
- genpark-mel-filterbank-log-spectrogram-skill · github · 2026-09-10 · 7 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.