Benchmarks
Real-time Latency
On a T4 machine, this is what the latency for real-time transcription would look like:
| Real-time Transcription | |
|---|---|
| Partial results | 140ms + network latency |
| Full results | 450ms + network latency |
File Transcription Processing Time
For file transcription, the real-time factor (RTF) or time taken, with all the configurations enabled is:
| File Transcription | |
|---|---|
| CPU | 1x RTF |
| GPU | 7x-10x RTF |
RTF
Real-time factor (RTF) refers to the length of a file with respect to the amount of time it takes to transcribe it.
For example, a 1x RTF would mean a 10 minute audio file would take 10 minutes to process while a 10x RTF would mean it would only take 1 minute to process.
Troubleshooting and FAQ
For accuracy benchmarking, view our latest results on the NeuralSpace blog. Want more detailed benchmarks on different machines? Feel free to reach out to us directly at support@neuralspace.ai or join our Slack community.