Description
Pretrained WhisperForCTC, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.asr_whisper_tiny_english_pipeline
is a English model originally trained by openai.
This model is only compatible with PySpark 3.4 and above
How to use
pipeline = PretrainedPipeline('asr_whisper_tiny_english_pipeline', lang = 'en')
annotations = pipeline.transform(audioDF)
val pipeline = new PretrainedPipeline('asr_whisper_tiny_english_pipeline', lang = 'en')
val annotations = pipeline.transform(audioDF)
Model Information
Model Name: | asr_whisper_tiny_english_pipeline |
Type: | pipeline |
Compatibility: | Spark NLP 5.1.4+ |
License: | Open Source |
Edition: | Official |
Language: | en |
Size: | 250.5 MB |
References
https://huggingface.co/openai/whisper-tiny.en
Included Models
- AudioAssembler
- WhisperForCTC