Dutch, Flemish asr_xlsr300m_8.0 TFWav2Vec2ForCTC from Iskaj

Description

Pretrained Wav2vec2 pipeline, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.asr_xlsr300m_8.0 is a Dutch, Flemish model originally trained by Iskaj.

NOTE: This pipeline only works on a CPU, if you need to use this pipeline on a GPU device please use pipeline_asr_xlsr300m_8.0_gpu

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How to use


    pipeline = PretrainedPipeline('pipeline_asr_xlsr300m_8.0', lang = 'nl')
    annotations =  pipeline.transform(audioDF)
    

    val pipeline = new PretrainedPipeline("pipeline_asr_xlsr300m_8.0", lang = "nl")
    val annotations = pipeline.transform(audioDF)
    

Model Information

Model Name: pipeline_asr_xlsr300m_8.0
Type: pipeline
Compatibility: Spark NLP 4.2.0+
License: Open Source
Edition: Official
Language: nl
Size: 1.2 GB

Included Models

  • AudioAssembler
  • Wav2Vec2ForCTC