@hamal.md

videoMD · tier C

hamal.md · 6,265 followers · 2026-06-26 07:49 · 10s

https://www.tiktok.com/@hamal.md/video/7655607982352272647

Audio track (32.4 KB), what ASR actually heard

16 kHz mono Opus. Ogg Opus does not play in Safari; Chrome and Firefox are fine.

eagle · fetched 2026-07-26 05:44 · 459.7 KB downloaded · 1 keyframes

plays

2,958

likes

102

comments

Topic

vehiclesconf 0.90positivecommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

ChișinăuHamaL.MD

Keyphrases

Transport și hamaliaplicația HamaL.MDreducere de 10%Telegrammutare

gpt-4.1-nano · prompt v5 · $0.000130 · 2026-07-27 16:56

Caption

Author-written, as posted.

Transport și hamali în Chișinău disponibili direct din aplicația HamaL.MD‼️ Beneficiază și de o reducere de 10% 🤫 🔹 Telegram: HamaL.MD 📞 079-000-222 | 🌐 hamal.md #chisinaumoldova🇲🇩 #hamalmd #67 #app #mutare

Speech (ASR)

speechru 13%cyrillic

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Ту, ефа! Ай, беету! Ай, плекат!

rtx4090-24-01 · 31 chars · 3.8s speech of 10.8s

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ran, produced no text.

Hashtags

#chisinaumoldova#67#hamalmd#mutare#app