---
license: mit
datasets:
- numind/NuNER
language:
- en
pipeline_tag: zero-shot-classification
tags:
- asr
- Automatic Speech Recognition
- Whisper
- Ner
- Named entity recognition
---

# Whisper Ner

Whisper ner is an advanced model that allows joint speech transcription and entity recognition.
WhisperNER supports open-type NER, enabling recognition of diverse and evolving entities at inference.
We augment a large synthetic dataset with synthetic speech samples. 
This allows us to train WhisperNER on a large number of examples with diverse NER tags.
During training, the model is prompted with NER labels and optimized to output the transcribed utterance along with the corresponding tagged entities.

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## Training Details




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## Usage