Transcribe 50 at a time — from any source

What is bulk transcription?

Bulk transcription is the practice of converting many pieces of audio or video content into searchable text in a single batch — instead of transcribing each one individually. For creators with back-catalogs, researchers with audio archives, or agencies managing client libraries, the difference between "one at a time" and "fifty at once" is the difference between a week of work and a coffee break.

The technical reality of single-item transcription is that each upload sits in its own queue, fights for processing time, and demands manual attention when complete. Bulk transcription removes all three: one upload, one queue, one place to retrieve results.

The six sources we batch-transcribe

Different sources require different extraction approaches. We've built a unified pipeline that handles each cleanly — same UI, same file manager, same export options.

Who uses bulk transcription?

📚 Researchers and academics

If your research methodology involves analyzing dozens of interviews, recorded focus groups, or media archives, bulk transcription is non-negotiable. A single qualitative-research project might involve 80 interviews of 60-90 minutes each — that's over 100 hours of audio. Bulk transcription turns weeks of manual work into a few hours.

🎙 Podcasters with deep back-catalogs

Most podcast back-catalogs are dark to search engines. The audio exists, but the words inside aren't indexed. Running your entire show through bulk transcription gives you instant searchable archives, makes show notes generation possible at scale, and unlocks AI-driven content repurposing.

🎥 Creators repurposing video content

A YouTube creator with 200 videos has roughly 50–200 hours of original spoken content sitting idle. Bulk transcription is the prerequisite for chopping that into Twitter threads, LinkedIn posts, newsletter content, or Shorts.

⚖️ Legal and compliance teams

Depositions, recorded statements, compliance call reviews — bulk transcription with high-accuracy Whisper output beats outsourcing to a third-party transcription service on both speed and confidentiality.

📰 Journalists running long investigations

A deep investigative piece might involve 30+ recorded interviews. Bulk transcription means the reporter spends time on the story, not on typing.

📺 Accessibility teams

Building captions for a corporate training library, a learning-platform's full curriculum, or a marketing video archive used to be a multi-week project. With bulk transcription + SRT/VTT export, it's an afternoon.

📈 Market researchers

Industry conference recordings, earnings calls, competitor podcasts — bulk transcription lets you build a searchable intelligence layer over an entire industry's spoken-word output.

How bulk transcription works on Transcript.you

Step 1 — Choose a source

Pick from YouTube, TikTok, Spotify, Vimeo, Twitch, or direct audio upload. Each source has its own dedicated page with examples of supported URL formats.

Step 2 — Drop in your URLs (or files)

Paste up to 50 URLs (one per line), or drag in up to 50 audio files. We deduplicate automatically and validate each URL before queuing.

Step 3 — We capture, you decide

If you're on a Pro plan, your batch starts processing immediately. If you're on the free tier, your batch is queued in the Awaiting Payment state — visible in your Bulk Jobs dashboard. As soon as you upgrade, the entire batch releases automatically. No need to resubmit.

Step 4 — Watch the pipeline

Each item in your batch shows live status: Pending → Processing → Success or Failure. Successes go straight to your file manager. Failures are flagged with a clear reason — most commonly: subtitles disabled, video private, or audio quality too low for accurate Whisper output.

Step 5 — Export anywhere

Each completed transcript can be exported to DOCX, PDF, TXT (free), or SRT/VTT subtitles (Pro). Batch export options are coming — for now, individual exports.

What causes individual items to fail in a bulk batch?

About 80–90% of bulk items succeed on first attempt. The rest fall into a few predictable categories:

• Subtitles disabled (YouTube) — the uploader explicitly turned off captions. We can fall back to audio extraction + Whisper, but that's slower.
• Private or unlisted content — we can't authenticate as you, so privacy-locked content is rejected.
• Expired Twitch VODs — Twitch deletes VODs after 14–60 days depending on the streamer's plan.
• DRM-protected Spotify content — Spotify-exclusive paid shows are encrypted at the source. RSS-distributed shows work fine.
• Very long videos — over 10 hours per item is currently rejected.
• Live streams — only past broadcasts (VODs) work. Lives aren't supported.

Failed items in a bulk batch don't block the rest of the batch — each runs independently.

Pricing

Bulk transcription is included with every paid plan on Transcript.you. The plan tier determines how many batches you can run per month, how many items per batch, and your priority in the processing queue.

• Free — submit a batch (anything goes), upgrade to release
• Pro — up to 50 items per batch, highest-priority queue, included AI features (summarization, translation, etc.)
• Pro+ — same batch size with 5× the credit allowance for AI add-ons

See the full pricing page for current plan details.

Frequently Asked Questions

How long does a bulk batch of 50 items take?

It depends on the source and the length of each item. YouTube caption-track extraction is near-instant (seconds per video). Audio-based sources (Spotify, Vimeo, Twitch, uploaded files) take roughly real-time-divided-by-Whisper-speed — typically about 5–10% of the actual content duration. A batch of 50 thirty-minute podcasts is usually done in 60–90 minutes.

Can I mix sources in one batch?

Not yet — each batch is one source type. If you have YouTube + Spotify links to process, submit them as two separate batches. They run in parallel.

What happens if a URL is wrong?

Invalid URLs are filtered out at intake. You'll see a flash message telling you how many we accepted vs rejected. Wrong-source URLs (e.g. a TikTok link on the Vimeo bulk page) are silently ignored.

Are my files / URLs stored?

Uploaded audio files are stored in our object storage (Wasabi) for the duration of your subscription so you can re-export. URLs are stored as references only. You can delete any transcript from your file manager at any time.

Can I retry failed items in a batch?

Yes — open the failed task in your file manager and hit the retry button. Each retry counts as a fresh attempt and may succeed if the original failure was transient (network, source temporarily unavailable, etc.).

Is bulk transcription available in languages other than English?

Yes. Whisper auto-detects the source language, and we support 100+ languages out of the box. For translation across languages, see the Translate feature in the file manager (Pro).

How bulk transcription compares to alternatives

• vs. doing it one at a time — bulk is 10–50× faster end-to-end and removes the manual queue-tending overhead.
• vs. outsourced transcription services — bulk transcription via Whisper costs cents per hour of audio, lands in minutes not days, and the output is yours to keep with no NDA paperwork.
• vs. spinning up your own Whisper — self-hosted Whisper is great if you have a GPU and time. Bulk transcription on Transcript.you handles the queueing, the per-source extraction (caption tracks vs audio fallback), the file storage, and the exports — so you skip the entire ops layer.

Ready to batch?

Pick a source above and drop in your URLs. If it's your first batch, you'll see exactly how this all works in about 30 seconds — the intake is fast, the processing is parallel, and the file manager has everything when you come back.