| | --- |
| | 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) |
| |
|
