Add model

README.md

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 license: mit
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+
+# Assamese Dialect Classification Model
+
+This repository contains a trained model for classifying Assamese dialects based on speech inputs. The model was developed to assist in identifying and understanding regional variations of the Assamese language.
+
+---
+
+## **Model Purpose**
+The purpose of this model is to classify different dialects of Assamese speech. It is useful for linguistic research, speech analysis, and creating dialect-aware applications in natural language processing (NLP) and automatic speech recognition (ASR).
+
+---
+
+## **Dialects Recognized**
+The model is trained to recognize the following four dialects of the Assamese language:
+1. **Darangia**
+2. **Kamrupia**
+3. **Nalbaria**
+4. **Upper Assam**
+
+---
+
+## **Training Dataset**
+The model was trained on a dataset of 300 speech samples, curated to include diverse speakers, phrases, and dialect features. The dataset includes:
+- **Diverse Data**: Various accents, speaker genders, and age groups.
+- **Metadata**: Information about speaker age, gender, district, and speech duration.
+- **Common Phrases**: Speech samples based on frequently used phrases in Assamese.
+
+---

dialect_classifier_model.pth

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