---
datasets:
- seungheondoh/cpcd-intent
language:
- en
metrics:
- f1
base_model:
- distilbert/distilbert-base-uncased
pipeline_tag: text-classification
tags:
- music
- code
- intent-classification
---

- [Github Repository](https://github.com/DaeyongKwon98/Intent-Classification)

# Predicting User Intents and Musical Attributes from Music Discovery Conversations

Here is the implementation code and data for the paper titled **"Predicting User Intents and Musical Attributes from Music Discovery Conversations"** by Daeyong Kwon, SeungHeon Doh, Juhan Nam, 2024

<p align="center">
  <img src="https://github.com/user-attachments/assets/a8bfb1dc-856b-4f85-82dd-510cddcc2aeb" alt="Image Load Failed" width="500"/>
  <br>
  <b>Figure 1: Examples of user intents and musical attributes classifcation</b>
</p>


## Open Source Material
- [Models](https://huggingface.co/Daeyongkwon98/Music_Conversation_Intent_Classifier/tree/main/models)
- [Dataset](https://huggingface.co/datasets/seungheondoh/cpcd-intent)
- [Huggingface Demo](https://huggingface.co/spaces/Daeyongkwon98/User_Intents_and_Musical_Attributes_Classifier)