This tutorial will show you how to use PANNs and Milvus to search the similarity audio items.
Requirements
- Milvus 0.10.5 (please note the Milvus version)
- MySQL
- Python3
Run Server
- Install python requirements
$ git clone https://github.com/zilliz-bootcamp/audio_search.git $ cd audio_search/webserver/ $ pip install -r audio_requirements.txt - Modify configuration parameters
Before running the script, please modify the parameters in webserver/audio/common/config.py:
MILVUS_HOST | milvus service ip address | 127.0.0.1 |
MILVUS_PORT | milvus service port | 19530 |
MYSQL_HOST | mysql service ip | 127.0.0.1 |
MYSQL_PORT | mysql service port | 3306 |
MYSQL_USER | mysql user name | root |
MYSQL_PWD | mysql password | 123456 |
MYSQL_DB | mysql datebase name | mysql |
MILVUS_TABLE | default table name | milvus_audio |
- Star server
$ cd webserver $ python main.py
You can type 127.0.0.1:8002/docs into your browser to see all the APIs.
- Insert data.
You can download the sample game_sound.zip and insert it into the system.
The sound data in the zip archive is required to be in wav format.
- Search audio.
You can pass in test.wav to find the result that is most similar to that sound.
If you need a front-end interface, please refer to https://zilliz.com/demos/.