Endpoint · inferencePOSTaudio.halowerk.com/dialect-classify

Classifies only three broad German-language varieties: de-DE Germany German, de-AT Austrian German and de-CH Swiss German.

Classifies only three broad German-language varieties: de-DE Germany German, de-AT Austrian German and de-CH Swiss German. The model works on acoustic speech embeddings and does not read a transcript. It returns probabilities for all three classes, the strongest candidate, audio quality warnings and unknown whenever confidence or recording quality is insufficient. The result is a statistical variety estimate, not a statement about a speaker's origin, identity, nationality or place of residence.

UNRATEDListed

Overview

Grade?

UNRATED

0 of 30 paid calls toward a letter

Price

$0.006 per call

Paid calls

none yet

delivery unknown until someone pays

More info

Seller?

0x2880edff…771c4e5e

URL

https://audio.halowerk.com/dialect-classify

Seen

first 29 days ago · last 4 days ago

42 free handshakes

Payment

Pays through

x402

Offered on?

Base USDC

Listed on?

Base

Score, from free handshakes onlyweights 2026.09.6

UN
RATED

0.200 liveness verified, no letter

To a letter · 30 paid calls

0 of 30

Held down by liveness · gap to 1.000 is 0.800: 0.035 uncertain ? + 0.765 short ? · 0.250 to D

How the composite of 0.200 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
livenesscosts the most it answered at all	0.60	0.06	0.000		0.000	−0.565	−0.035
latency p95 it answered as fast as its class	0.20	0.00	0.000		0.000	−0.200	0
price stability the price stayed where it was listed	0.20	1.00	1.000		0.200	0	0
Composite	1.00		0.200	gap to 1.000 = 0.800 · 0.765 short · 0.035 uncertain	0.200	−0.765	−0.035

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check

The multiplication, written out

  0.600 × 0.000   liveness       
+ 0.200 × 0.000   latency p95    
+ 0.200 × 1.000   price stability
= 0.200           → UNRATED: 41 of 30 paid calls      weights 2026.09.6 · 41 samples · seed cap_01M1RDAEPHRZPBMGKSST1FQQ7J|2026-09-03T10:42:21.759Z|2026.09.6

Verify it yourselfnpx teppi-check https://audio.halowerk.com/dialect-classifycurl -s https://api.teppi.xyz/v1/trust/cap_01M1RDAEPHRZPBMGKSST1FQQ7J