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  • John Snow Labs
  • Oct 17, 2023

English asr_whisper_small_english_pipeline pipeline WhisperForCTC from openai

  • whisper
  • en
  • open_source
  • pipeline

Description

Pretrained WhisperForCTC, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.asr_whisper_small_english_pipeline is a English model originally trained by openai.

This model is only compatible with PySpark 3.4 and above

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline('asr_whisper_small_english_pipeline', lang = 'en')
annotations =  pipeline.transform(audioDF)



val pipeline = new PretrainedPipeline('asr_whisper_small_english_pipeline', lang = 'en')
val annotations = pipeline.transform(audioDF)

Model Information

Model Name: asr_whisper_small_english_pipeline
Type: pipeline
Compatibility: Spark NLP 5.1.4+
License: Open Source
Edition: Official
Language: en
Size: 1.1 GB

References

https://huggingface.co/openai/whisper-small.en

Included Models

  • AudioAssembler
  • WhisperForCTC