OpenSeq2Seq
by NVIDIA
NVIDIA's TF1 framework — historical home of Jasper + QuartzNet.
Looking at OpenSeq2Seq? Try this first.
Drop your audio. Transcript in seconds. First transcript free, then $4 = 300 min
Upstream is archived. OpenSeq2Seq’s repository has been set read-only by its owner, so there are no further releases, fixes, or security patches. The last commit landed 2021-05-11. It can still be cloned and run, and forks may be maintained elsewhere. See the repository.
TL;DR
Best for reference Jasper / QuartzNet checkpoints. Pricing: free.
Category
Open source
License
Apache-2.0
Stars
★ 1.6k
Last push
2021-05-11
Pricing
free
Platforms
Linux
What it is
The TF1 codebase that produced Jasper and QuartzNet. Apache-2.0.
Best for: Reference Jasper / QuartzNet checkpoints.
Watch out for: Archived in favor of NeMo.
Watch out for: Archived in favor of NeMo.
Install / use
git clone https://github.com/NVIDIA/OpenSeq2Seq
Features
| Speaker diarization | No |
| Word-level timestamps | Yes |
| Streaming / real-time | No |
| Languages supported | 2 |
| HIPAA eligible | No |
Links
OpenSeq2Seq vs Whipscribe
| Feature | OpenSeq2Seq | Whipscribe |
|---|---|---|
| Category | Open source | Transcription APIs |
| Pricing | free | $4–$24 one-time packs (credits never expire) · $2 single unlock · 60 min free on signup |
| Speaker diarization | No | Yes |
| Word timestamps | Yes | Yes |
| Streaming | No | No |
| Languages | 2 | 99 |
| Platforms | Linux | Web, API, MCP |
Alternatives to OpenSeq2Seq
Whipscribe is a managed faster-whisper + whisperX service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.