Speech Emotion Recognition API

About

This is the API for Speech Emotion Recognition. It is an indepedent service that deployed only for machine learning hotel recommendation model.

Information	Value
Docker Image	C23-PS163-EmoJournal/machine-learning-api
Port Open	80

Endpoint	Method	Body Sent (JSON)	Return
/	GET	None	"message": "Hello World"
/predict/{file_path:path}	GET	file_path: str	return Emotion and Confidence in JSON
/list_files/	GET	None	{"files": files}
/uploadfile/	POST	file: UploadFile - FormData	"filename": file.filename, "filepath": dest

Build with

• Python 3.8.10
• FastAPI

How to run

First Option - local

make docker images with docker build -t emojournal-ml-api:v1 . And then, run with docker run --name container1 -p 80:80 emojournal-ml-api:v1

Second Option - Cloud Run

1. Go to dashboard Cloud Run, and then click Create Service
2. Select Continuously deploy new revisions from a source repository and then click Set up with CLoud Build.
3. Select GitHub (Cloud Build GitHub App), this repository, and then click Next.
4. Select branch main and bulid configuration Dockerfile, and then click Save.
5. In the Container, Networking, and Security section, see the Container port and set 80.
6. Click Create and wait for the build process to complete.