istupakov / whisper-base-onnx

huggingface.co
Total runs: 1.1K
24-hour runs: 0
7-day runs: -183
30-day runs: -300
Model's Last Updated: February 17 2026
automatic-speech-recognition

Introduction of whisper-base-onnx

Model Details of whisper-base-onnx

Whisper base

Whisper base model converted to ONNX format for onnx_asr .

Install onnx-asr
pip install onnx-asr[cpu,hub]
Load whisper-base model and recognize wav file
import onnx_asr
model = onnx_asr.load_model("whisper-base")
print(model.recognize("test.wav"))
Code for models export

Export Whisper to ONNX with onnxruntime ( whisper.convert_to_onnx ).

Download model and export with Beam Search and Forced Decoder Input Ids:

python3 -m onnxruntime.transformers.models.whisper.convert_to_onnx -m openai/whisper-base --output whisper-onnx --use_external_data_format --use_forced_decoder_ids --optimize_onnx --precision fp32

Save tokenizer vocabulary

from transformers import WhisperTokenizer

tokenizer = WhisperTokenizer.from_pretrained("openai/whisper-base")

with open("whisper-onnx/vocab.txt", "w") as f:
    for token, id in tokenizer.get_vocab().items():
        f.write(f"{token} {id}\n")

Runs of istupakov whisper-base-onnx on huggingface.co

1.1K
Total runs
0
24-hour runs
0
3-day runs
-183
7-day runs
-300
30-day runs

More Information About whisper-base-onnx huggingface.co Model

More whisper-base-onnx license Visit here:

https://choosealicense.com/licenses/apache-2.0

whisper-base-onnx huggingface.co

whisper-base-onnx huggingface.co is an AI model on huggingface.co that provides whisper-base-onnx's model effect (), which can be used instantly with this istupakov whisper-base-onnx model. huggingface.co supports a free trial of the whisper-base-onnx model, and also provides paid use of the whisper-base-onnx. Support call whisper-base-onnx model through api, including Node.js, Python, http.

whisper-base-onnx huggingface.co Url

https://huggingface.co/istupakov/whisper-base-onnx

istupakov whisper-base-onnx online free

whisper-base-onnx huggingface.co is an online trial and call api platform, which integrates whisper-base-onnx's modeling effects, including api services, and provides a free online trial of whisper-base-onnx, you can try whisper-base-onnx online for free by clicking the link below.

istupakov whisper-base-onnx online free url in huggingface.co:

https://huggingface.co/istupakov/whisper-base-onnx

whisper-base-onnx install

whisper-base-onnx is an open source model from GitHub that offers a free installation service, and any user can find whisper-base-onnx on GitHub to install. At the same time, huggingface.co provides the effect of whisper-base-onnx install, users can directly use whisper-base-onnx installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whisper-base-onnx install url in huggingface.co:

https://huggingface.co/istupakov/whisper-base-onnx

Url of whisper-base-onnx

whisper-base-onnx huggingface.co Url

Provider of whisper-base-onnx huggingface.co

istupakov
ORGANIZATIONS

Other API from istupakov