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  • John Snow Labs
  • Apr 01, 2025

English w2v2_base_pretrained_lr5e_5_at0_1_da1_pipeline pipeline Wav2Vec2ForCTC from MelanieKoe

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained Wav2Vec2ForCTC, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.w2v2_base_pretrained_lr5e_5_at0_1_da1_pipeline is a English model originally trained by MelanieKoe.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("w2v2_base_pretrained_lr5e_5_at0_1_da1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("w2v2_base_pretrained_lr5e_5_at0_1_da1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: w2v2_base_pretrained_lr5e_5_at0_1_da1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 348.7 MB

References

https://huggingface.co/MelanieKoe/w2v2-base-pretrained_lr5e-5_at0.1_da1

Included Models

  • AudioAssembler
  • Wav2Vec2ForCTC