gemini-transcribe-wrapper

Transcribe hours of audio for free with Google AI model gemini-3.5-transcribe — auto-chunked, rate-limit aware, and exported straight to SRT and TXT (with optional speaker diarization).

Quick Start

Prerequisites

Install the tool

(Supports Python 3.10–3.13; Python 3.12 is recommended)

Linux / macOS:

export GEMINI_API_KEY=your_key_here
uv tool install --python 3.12 gemini-transcribe-wrapper@latest
gtw -v

Windows (Command Prompt):

set GEMINI_API_KEY=your_key_here
uv tool install --python 3.12 gemini-transcribe-wrapper@latest
gtw -v

Transcribe for free

gtw sample.mp4   # with `GEMINI_API_KEY` set
# or
gtw --gemini-api-key YOUR_API_KEY sample.mp4

Output (default: --no-diarize — no speaker labels, fewer API calls):

sample.transcript.json
sample.srt
sample.txt

For speaker-diarized output, opt in with --diarize:

gtw --diarize sample.mp4

Output (with --diarize):

sample.diarized.transcript.json
sample.diarized.srt
sample.srt
sample.txt

What are improved by this project?

1. Transcription Quality & Usability

  • Raw AI Output to Ready-to-Use Subtitles: Converts JSON transcription output directly into formatted .srt (with natural timestamp alignment and line breaking), readable .txt paragraphs, and (with --diarize) .diarized.srt files in a single run.
  • Korean Transcription Error Correction: Automatically post-processes common Gemini Korean misrecognitions (e.g. correcting erroneous romanized "su" into "수" in patterns like "~할 su 있다/없다", "~할 su밖에", "~할 su도", "~할 su가" with proper Korean spacing and particle attachment).
  • Fast Speaker Labeling: Allows iterative speaker renaming (--speakers 'spk:0=Host;spk:1=Guest') instantly without re-calling the API by reusing saved transcripts.

2. Overcoming Free-Tier Limits & Constraints

  • Audio Length Limit Bypass: Handles audio files of any length by auto-splitting into safe units (59-min logical units for --no-diarize, 29-min chunks for --diarize) and transparently stitching timestamps together.
  • Rate Limit Throttling (Max 2 RPM): Applies a monotonic rate limiter (default 60s interval) across all chunks and multi-file batches to prevent 429 rate-limit errors.
  • Daily Quota Tracking: Tracks daily Pacific-time API usage locally (~/.cache/gemini-transcribe-wrapper/usage-<sha256(key)[:12]>.json) with masked key logging (e.g. API calls today 2026-08-30 (PST-08:00) with key 'AIza****abcd': attempted 3 (free tier limit: ~25)).
  • Free-Tier-Friendly Defaults: --no-diarize is the default to maximize audio duration per API call and minimize API consumption.
  • Graceful 429 Abort: On HTTP 429 (rate limit or quota exhausted), calculates the exact sleep seconds until the Pacific midnight reset and aborts the batch immediately (exit code 2) to prevent wasting quota.

Documentation & Guides

Relevant Repositories

License

MIT

Project links

Data verified by PyPI on Aug 31, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.1.10)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for tayaee from gravatar.com tayaee

Credits

Author: tayaee

GitHub Statistics

Data verified by PyPI on Aug 31, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.10

Tags

diarization gemini speech-to-text srt stt subtitles transcription

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

gemini_transcribe_wrapper-0.0.41.tar.gz (93.5 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

gemini_transcribe_wrapper-0.0.41-py3-none-any.whl (42.7 kB view details)

Uploaded Python 3

File details

Details for the file gemini_transcribe_wrapper-0.0.41.tar.gz.

File metadata

File hashes

Hashes for gemini_transcribe_wrapper-0.0.41.tar.gz
Algorithm Hash digest
SHA256 baa7935cdb1cb147e16d5f5e85342b6097b31cd2f852b8ffe26012459e2fcd43
MD5 82ccc37c0aadef15984609ee64e7a2ad
BLAKE2b-256 4c8da7dfa77cb3ea2320bc6c0eb9d9a83286766bb9ff4315001431fb3e2feffb

See more details on using hashes here.

Provenance

The following attestation bundles were made for gemini_transcribe_wrapper-0.0.41.tar.gz:

Publisher: publish.yml on tayaee/gemini-transcribe-wrapper

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gemini_transcribe_wrapper-0.0.41-py3-none-any.whl.

File metadata

File hashes

Hashes for gemini_transcribe_wrapper-0.0.41-py3-none-any.whl
Algorithm Hash digest
SHA256 16fcb070c3d813aaf7ddc5d0f2efd1f7eff2a599e424012f9802b521f2371e5c
MD5 65b900570d15439926efdf579ba8f7a7
BLAKE2b-256 de18ba6d84e22d7e9f8ae89b5d9ff5e99abce975312cf86a3e8dcc86d5ce6b11

See more details on using hashes here.

Provenance

The following attestation bundles were made for gemini_transcribe_wrapper-0.0.41-py3-none-any.whl:

Publisher: publish.yml on tayaee/gemini-transcribe-wrapper

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

0.1.10

2 files

0.1.9

2 files

0.1.8

2 files

0.1.7

2 files

0.1.6

2 files

0.1.5

2 files

0.1.4

2 files

0.1.3

2 files

0.1.2

2 files

0.1.1

2 files

0.1.0

2 files

0.0.69

2 files

0.0.68

2 files

0.0.67

2 files

0.0.66

2 files

0.0.65

2 files

0.0.64

2 files

0.0.63

2 files

0.0.62

2 files

0.0.61

2 files

0.0.60

2 files

0.0.59

2 files

0.0.58

2 files

0.0.57

2 files

0.0.56

2 files

0.0.55

2 files

0.0.54

2 files

0.0.53

2 files

0.0.52

2 files

0.0.51

2 files

0.0.50

2 files

0.0.49

2 files

0.0.48

2 files

0.0.47

2 files

0.0.46

2 files

0.0.45

2 files

0.0.44

2 files

0.0.43

2 files

0.0.42

2 files

This release

0.0.41 This release

2 files

0.0.40

2 files

0.0.39

2 files

0.0.38

2 files

0.0.37

2 files

0.0.35

2 files

0.0.34

2 files

0.0.32

2 files

0.0.31

2 files

0.0.30

2 files

0.0.29

2 files

0.0.28

2 files

0.0.27

2 files

0.0.26

2 files

0.0.25

2 files

0.0.24

2 files

0.0.23

2 files

0.0.22

2 files

0.0.21

2 files

0.0.20

2 files

0.0.19

2 files

0.0.18

2 files

0.0.17

2 files

0.0.16

2 files

0.0.15

2 files

0.0.14

2 files

0.0.13

2 files

0.0.12

2 files

0.0.11

2 files

0.0.10

2 files

0.0.9

2 files

0.0.8

2 files

0.0.7

2 files

0.0.6

2 files

0.0.5

2 files

0.0.4

2 files

0.0.3

2 files

0.0.2

2 files

0.0.1

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page