Update readme

README.md

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----
-license: mit
----
+---
+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.
+
+---------
+
+## Training Details
+
+
+
+
+---------
+
+## Usage
+
+
+
+
+
+
+
+