Dutch, Flemish asr_xlsr300m_7.0_lm_gpu TFWav2Vec2ForCTC for GPU from Iskaj

Description

Pretrained Wav2vec2 model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.asr_xlsr300m_7.0_lm is a Dutch, Flemish model originally trained by Iskaj.

NOTE: This model only works on a GPU, if you need to use this model on a CPU device please use asr_xlsr300m_7.0_lm

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How to use


audio_assembler = AudioAssembler() \
    .setInputCol("audio_content") \
    .setOutputCol("audio_assembler")

speech_to_text = Wav2Vec2ForCTC \
    .pretrained("asr_xlsr300m_7.0_lm_gpu", "nl")\
    .setInputCols("audio_assembler") \
    .setOutputCol("text")

pipeline = Pipeline(stages=[
  audio_assembler,
  speech_to_text,
])

pipelineModel = pipeline.fit(audioDf)

pipelineDF = pipelineModel.transform(audioDf)

Model Information

Model Name: asr_xlsr300m_7.0_lm_gpu
Compatibility: Spark NLP 4.2.0+
License: Open Source
Edition: Official
Input Labels: [audio_assembler]
Output Labels: [text]
Language: nl
Size: 1.2 GB