
| Channel | Native caption |
|---|---|
| Tiktok | The tool: Whisper, for uncanny transcription. The limit: on a long file it drifts and the timestamps wander off. The fix: chunk the audio, then run WhisperX to force word-level alignment back onto the waveform. Captions snap to each word. (AI-assisted) |
| The Stack: Whisper. The limit: it drifts on long audio. The fix: Chunk the audio. Run WhisperX for word-level alignment. Captions snap to each spoken word. #whisper #transcription #captions #ai #buildinpublic | |
| The tool is Whisper, and the transcription is uncanny. The limit nobody mentions: on a long file it drifts, and the timestamps wander off the actual audio. The fix: chunk the audio first, then run WhisperX to force word-level alignment back onto the real waveform. Now captions snap to each spoken word, so auto-generated subtitles look hand-tuned and your edits land on the syllable. Take one long recording, chunk it, run WhisperX, and compare the timestamps. The fix sells itself. | |
| X | Tool: Whisper. Uncanny transcription. Limit: on long audio it drifts and timestamps wander. Fix: chunk the audio, run WhisperX for word-level alignment. Captions snap to each word. |
| The tool is Whisper, and the transcription is uncanny. The limit is that on a long file it drifts and the timestamps wander off the audio. The fix: chunk the audio first, then run WhisperX to force word-level alignment back onto the real waveform. Now captions snap to each spoken word and look hand-tuned. Try it on one long recording and compare the timestamps. | |
| Threads | The tool is Whisper, uncanny transcription. The limit: on a long file it drifts and the timestamps wander off. The fix: chunk the audio, then run WhisperX to force word-level alignment onto the real waveform. Captions snap to each spoken word. Try it on one clip and compare. |
| Fixing Whisper transcription drift on long audio with WhisperX. The method: chunk the audio first, then run WhisperX to force word-level alignment back onto the real waveform so captions snap to each spoken word. A plain guide to accurate auto-generated subtitles and word-level timestamps. | |
| Bluesky | Tool: Whisper. Uncanny transcription. Limit: on long audio it drifts and timestamps wander. Fix: chunk the audio, run WhisperX for word-level alignment. Captions snap to each word. |
| Youtube | Title: The Stack: Fix Whisper's Drift on Long Audio with WhisperX The tool is Whisper, and the transcription is uncanny. The limit nobody mentions: on a long file it drifts and the timestamps wander off the actual audio. The fix: chunk the audio first, then run WhisperX to force word-level alignment back onto the real waveform. Now captions snap to each spoken word, so auto-generated subtitles look hand-tuned and your edits land on the syllable. Take one long recording, chunk it, run WhisperX, and compare the timestamps. |
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 | ![]() matches intent shared field signature-3d | hook | 0–6.9s | kinetic-build | icon·wireframe | ♪ node_lock | The tool is Whisper, uncanny transcription. The limit: on a long file it drifts and the timestamps wander off. on-screen: Whisper drifts on long audio |
expected on screen: black ground · torus hero in the shared Signal Field · Nuntius leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape torusground blacktreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→Whisper drifts on long audio | |||||||
| 2 | ![]() matches intent ChecklistCard template | teach | 6.9–13.600000000000001s | kinetic-build | icon·wireframe | ♪ node_lock | So we chunk the audio first, then run WhisperX to force word-level alignment back onto the real waveform. on-screen: Chunk + WhisperX align |
expected on screen: black ground · a ChecklistCard panel over a dimmed Signal Field · Nuntius leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape torusground blacktreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Chunk + WhisperX aligncurate items, nodes | |||||||
| 3 | ![]() matches intent DiffCard template | build | 13.6–20.9s | type-on | icon·wireframe | ♪ node_lock | Now captions snap to each spoken word, so auto-generated subtitles look hand-tuned and your edits land on the syllable. on-screen: Caption that snaps to the word |
expected on screen: black ground · a DiffCard panel over a dimmed Signal Field · Nuntius leads · code · type-on · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id DiffCardvisual codeshape torusground blacktreatment wireframemotion type-onpower summoninstrument draw-on→Caption that snaps to the wordcurate codeLines, lines | |||||||
| 4 | ![]() matches intent LegacyCard template | proof | 20.9–27.7s | receipts-count | icon·wireframe | ♪ node_lock | So take one long recording, chunk it, and run WhisperX. Compare the timestamps. The fix sells itself. on-screen: Run WhisperX on a clip |
expected on screen: black ground · a LegacyCard panel over a dimmed Signal Field · Nuntius leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id LegacyCardvisual receiptsshape torusground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Run WhisperX on a clipcurate statsLabels | |||||||
| 5 | ![]() first render · fix pending shared field signature-3ddead_airgeneric_scene | futurist | 27.7–32.7s | spatial-parallax | icon·wireframe | ♪ bed | The Stack |
expected on screen: black ground · torus hero in the shared Signal Field · Nuntius leads · spatial-parallax · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldshape torusground blacktreatment wireframemotion spatial-parallaxpower spatial-parallaxinstrument laser-fire→The Stack | |||||||
| 6 | ![]() first render · fix pending shared field signature-3ddead_airgeneric_scene | resolve | 32.7–37.7s | coalescence | icon·wireframe | ♪ bed_out | The Stack |
expected on screen: black ground · torus hero in the shared Signal Field · Nuntius leads · coalescence · coalescence · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape torusground blacktreatment wireframemotion coalescencepower coalescenceinstrument coalescence→The Stack | |||||||