@pampy.md

videoMD · tier B

Pampy Md · 16,391 followers · 2026-07-25 08:01 · 17s

Audio track (65.0 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 · 798.0 KB downloaded · 1 keyframes

plays

likes

comments

Topic

economy_businessconf 0.80neutralcommercial

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

Entities

1900 лей

Keyphrases

1900 лей

gpt-4.1-nano · prompt v5 · $0.000113 · 2026-07-27 04:56

Caption

Author-written, as posted.

1900 лей

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

henexua ata 94 %0 pa hyuky 1 ckehezaen @ nebee

rtx5070-16 · 46 chars · 1 frames