Requirements
STT Models
openai-whisper https://github.com/openai/whisper
Installation
pip install -U openai-whisper will install
mpmath, urllib3, tqdm, sympy, regex, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12,
nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12,
nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, networkx,
MarkupSafe, llvmlite, fsspec, filelock, charset-normalizer, certifi, triton,
requests, nvidia-cusparse-cu12, nvidia-cudnn-cu12, numba, jinja2, tiktoken,
nvidia-cusolver-cu12, torch, openai-whisper
Models
| Multi Langual Model | Download Size | VRAM Requirement | Relative Speed |
|---|---|---|---|
| Tiny | 70 MB | ~1 GB | ~32x |
| Base | 140 MB | ~1 GB | ~16x |
| Small | 460 MB | ~2 GB | ~6x |
| Medium | 1.4 GB | ~5 GB | ~2x |
| Large | 2.9 GB | ~10 GB | ~1x |