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Bulk Audio Transcription

Drop in up to 50 audio or video files at once and we'll transcribe them in a single batch. Perfect for podcasters, agencies, researchers, and anyone with a backlog.

Up to 50 files / batch 10 hours / 5 GB per file Highest-priority queue

Why Use Bulk Audio Transcription?

50 Files at Once

Drag your whole folder. Up to 10 hours and 5 GB per file.

Whisper-powered

OpenAI's flagship speech-to-text — 100+ languages, robust to noise.

Multi-format Export

TXT, DOCX, PDF, SRT, VTT — individually or as a batch ZIP.

What is bulk audio transcription?

Bulk audio transcription is the practice of converting many audio or video files into searchable, exportable text in a single batch — instead of uploading and processing each file one at a time. For podcasters, agencies, researchers, journalists, and anyone with a backlog of recordings, the difference between a one-at-a-time workflow and a batch workflow is the difference between weeks of work and an afternoon.

Under the hood, every file you upload runs through OpenAI's Whisper — the gold-standard speech-to-text engine. Whisper handles 100+ languages, tolerates background noise, recognizes accents and code-switching, and produces transcripts with word-level timing data. We accept every common audio and video container: MP3, M4A, WAV, OGG, FLAC, MP4, MOV, WEBM, OPUS, and more. Files of up to 5 GB and 10 hours each are supported.

Who uses Bulk Audio Transcription?

🎙 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 an entire show through bulk audio transcription gives you instant searchable archives, makes scaled show-notes generation possible, and unlocks AI-driven repurposing into newsletters, clips, and social posts.

🎤 Agencies managing client recordings

If you run an audio production studio, content agency, or any service business with recurring client recordings, bulk transcription removes a major bottleneck. Onboard a new client's entire library overnight.

📚 Qualitative researchers and academics

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, with output ready for NVivo, Atlas.ti, or any qualitative analysis tool.

⚖️ Legal and compliance teams

Depositions, recorded statements, compliance call reviews — bulk Whisper transcription beats outsourced services on speed, cost, and confidentiality. Everything stays inside your account.

📰 Journalists with stacks of interview recordings

A deep investigative piece might involve 30+ recorded interviews. Bulk audio means the reporter spends time on the story, not on typing or hand-correcting outsourced drafts.

📺 Accessibility teams

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

📈 Market researchers and analysts

Industry conference recordings, earnings calls, expert interviews, focus group sessions — bulk audio lets you build a searchable intelligence layer over an entire field's spoken-word output.

🏥 Medical and healthcare professionals

Recorded patient consultations, dictated notes, telemedicine sessions — bulk transcription accelerates documentation workflows while keeping data inside your account.

How bulk audio transcription works on Transcript.you

Step 1 — Select up to 50 files

Click the upload area or drag-and-drop files directly. We accept up to 50 files per batch, with no requirement that they be the same format — mix MP3 podcasts with MP4 videos with M4A voice memos all in one upload.

Step 2 — Capture, then pay (Pro starts instantly)

Pro users see their batch start the moment they hit submit. Free users see their batch parked as Awaiting Payment in their Bulk Jobs dashboard. The moment you upgrade, the entire batch releases automatically — no resubmission, no lost uploads.

Step 3 — Watch the pipeline

Each file shows live status: Pending → Processing → Success or Failure. Whisper transcribes at roughly 5–10% of real-time — a one-hour podcast takes about 3–6 minutes.

Step 4 — Export and integrate

Plain text (TXT), Microsoft Word (DOCX), PDF, or SRT/VTT subtitles. Pro users can also batch-export the entire job as a single ZIP archive for handing off to clients or archiving.

What causes individual files to fail?

  • Corrupted or zero-byte files — uploads that don't contain valid audio data
  • Files over 5 GB or 10 hours — outside the Pro limits; split into smaller files
  • Unrecognized formats — we support every common container, but obscure / proprietary formats may fail. Convert to MP3 or M4A first.
  • Pure silence or noise-only audio — Whisper returns an empty transcript (technically not a failure, just nothing to transcribe)
  • DRM-protected audio — encrypted source files can't be decoded

Failed items don't block the rest of the batch — each file runs independently.

Frequently Asked Questions

How many files can I bulk-transcribe at once?

Up to 50 per batch. Submit multiple batches for larger jobs — they run in parallel on our worker pool.

How long does it take?

Whisper runs at roughly 5–10% of real-time. A batch of 50 thirty-minute files typically finishes in 60–90 minutes total, with files processing in parallel.

What audio and video formats are supported?

MP3, M4A, WAV, OGG, FLAC, AAC, OPUS, WMA for audio. MP4, MOV, WEBM, MKV, AVI for video (we extract audio automatically). If you've got something unusual, try it — we accept most things ffmpeg can decode.

What's the maximum file size?

5 GB per file for Pro users. Free users hit the paywall above 50 MB. Files larger than 5 GB should be split.

What's the maximum duration?

10 hours per file. For 24/7 stream recordings, split into chunks first.

What languages does it support?

Whisper auto-detects 100+ languages out of the box. No language selection needed — just upload.

Are my audio files stored?

Yes — we store source audio in object storage (Wasabi) so you can re-export or re-process. You can delete any file from your file manager at any time.

Can I retry failed items in a batch?

Yes — retry from the file manager. Useful when failures were transient (network glitch, temporary capacity issue).

Is there a privacy concern with uploading sensitive audio?

Files are stored privately in your account. We use industry-standard encryption at rest. See our privacy policy for full details.

Bulk audio transcription vs. alternatives

  • vs. uploading one at a time — bulk is 20–50× faster end-to-end. Saves manual queue management, file organization, and copy-paste overhead.
  • vs. outsourced transcription services — Whisper-based bulk costs cents per hour of audio, lands in minutes, and the output stays in your account. Outsourced services charge $1.50–$3.00 per minute and take 24–72 hours.
  • vs. self-hosted Whisper — self-hosting is great if you've got a beefy GPU and time to set it up. Bulk audio here handles the queueing, retry logic, file storage, and exports — everything except the model run itself.
  • vs. building a Zapier/Make automation — possible but brittle, costs you 1 task per file (Zapier limits), and you still need a Whisper API somewhere. Bulk audio is purpose-built for this exact use case.

Other bulk sources we support

Ready to batch?

Scroll up, drop in your files, hit Start Processing. Your first batch will show you the whole flow in under a minute — the upload is fast, the processing is parallel, and the file manager has everything when you come back.