| --- |
| 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) |
|
|
