Qwen3-ASR 0.6B Vietnamese Money Slang VieNeu Prod3248 K-Variants

Private research checkpoint adapted for Vietnamese food-price and money-slang ASR.

Training started from runs/qwen3-asr-0.6b-vi-money-slang-vieneu-prod2064, then continued with 999 train examples covering every integer shorthand from 1k through 999k, plus held-out k-variant rows. Audio was generated with VieNeu TTS on CUDA.

Evaluation

Evaluation set Model WER norm CER norm Money accuracy
kvariants1184 test Qwen/Qwen3-ASR-0.6B 66.02% 60.00% 7.53%
kvariants1184 test previous prod2064 33.98% 22.74% 58.06%
kvariants1184 test this checkpoint 18.28% 6.51% 90.32%
prod2064 test previous prod2064 9.79% 6.54% 87.50%
prod2064 test this checkpoint 7.72% 5.65% 88.13%

VIVOS regression is pending because no local VIVOS audio/transcripts were mounted on this machine.

Intended Use

This is a private adaptation experiment for recognizing Vietnamese spoken food-price and money slang. It should be validated on real user recordings before production use.

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