KBLab / whisper-tiny-rixvox

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 1
30-day runs: 0
Model's Last Updated: March 16 2023
automatic-speech-recognition

Introduction of whisper-tiny-rixvox

Model Details of whisper-tiny-rixvox

Whisper Tiny RixVox Swedish

This is a Whisper tiny finetuned for Swedish using the RixVox dataset.

Please note that this model, as every other encoder-decoder speech-to-text model, is prone to hallucinating on unexpected inputs and treats the task as translation rather than transcription. I.e your mileage may vary depending on filtering and type of data.

In this release the entire encoder was frozen. Subsequent releases will not do this if the generalization to other types of data (i.e not parliamentary speeches) is kept when not freezing the encoder.

Evaluation
  • Fleurs WER: 51.68
  • Fleurs WER (normalized*): 48.09

*) Normalization is done by applying the following to source and generated texts:

def normalize(s):
    return ' '.join([ x for x in sub('[^0-9a-zåäöA-ZÅÄÖ ]', ' ', s.lower()).split() ])
Training

Training was done using Huggingface and Deepspeed with ZeRO stage 2.

  • learning rate: 1e-5
  • optimizer: CPUAdamW (Deepspeed)
  • lr scheduler: linear
  • warmup steps: 500
  • per device batch size: 32
  • GPUs: 8 x NVIDIA A100 40GB
  • total batch size: 160
  • steps: 10000
  • lowercase: no
  • fp16
  • entire encoder was frozen

Runs of KBLab whisper-tiny-rixvox on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
0
30-day runs

More Information About whisper-tiny-rixvox huggingface.co Model

More whisper-tiny-rixvox license Visit here:

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

whisper-tiny-rixvox huggingface.co

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

whisper-tiny-rixvox huggingface.co Url

https://huggingface.co/KBLab/whisper-tiny-rixvox

KBLab whisper-tiny-rixvox online free

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

KBLab whisper-tiny-rixvox online free url in huggingface.co:

https://huggingface.co/KBLab/whisper-tiny-rixvox

whisper-tiny-rixvox install

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

whisper-tiny-rixvox install url in huggingface.co:

https://huggingface.co/KBLab/whisper-tiny-rixvox

Url of whisper-tiny-rixvox

whisper-tiny-rixvox huggingface.co Url

Provider of whisper-tiny-rixvox huggingface.co

KBLab
ORGANIZATIONS

Other API from KBLab

huggingface.co

Total runs: 9.8K
Run Growth: -12.7K
Growth Rate: -129.27%
Updated:August 27 2025
huggingface.co

Total runs: 952
Run Growth: -4.0K
Growth Rate: -422.48%
Updated:August 27 2025