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Yuan Gong
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Sep 6, 2023
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# -*- coding: utf-8 -*- | ||
# @Time : 9/6/23 2:05 PM | ||
# @Author : Yuan Gong | ||
# @Affiliation : Massachusetts Institute of Technology | ||
# @Email : yuangong@mit.edu | ||
# @File : api_demo.py | ||
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# method 1 | ||
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# import json | ||
# import gradio as gr | ||
# import requests | ||
# import os | ||
# | ||
# def is_file_larger_than_30mb(file_path): | ||
# try: | ||
# file_size = os.path.getsize(file_path) | ||
# return file_size > (30 * 1024 * 1024) | ||
# except FileNotFoundError: | ||
# return False | ||
# except PermissionError: | ||
# return False | ||
# except Exception as e: | ||
# return False | ||
# | ||
# def upload_audio(audio_path): | ||
# try: | ||
# size = is_file_larger_than_30mb(audio_path) | ||
# if size == True: | ||
# return 'size' | ||
# with open(audio_path, 'rb') as audio_file: | ||
# response = requests.post('http://sls-titan-6.csail.mit.edu:8080/upload/', files={'audio_file': audio_file}) | ||
# if response.status_code == 200: | ||
# return response.json()["path"] | ||
# except: | ||
# return None | ||
# | ||
# def predict(audio_path, question): | ||
# upload_statues = upload_audio(audio_path) | ||
# if upload_statues == None: | ||
# return 'Please upload an audio file.' | ||
# if upload_statues == 'size': | ||
# return 'This demo does not support audio file size larger than 30MB.' | ||
# if question == '': | ||
# return 'Please ask a question.' | ||
# print(audio_path, question) | ||
# response = requests.put('http://sls-titan-6.csail.mit.edu:8080/items/0', json={ | ||
# 'audio_path': audio_path, 'question': question | ||
# }) | ||
# answer = json.loads(response.content) | ||
# ans_str = answer['output'] | ||
# return ans_str | ||
# | ||
# ans = predict('./sample_audio.wav', 'What did you hear?') | ||
# print(ans) | ||
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# # method 2 | ||
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from gradio_client import Client | ||
import time | ||
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client = Client("https://yuangongfdu-ltu-2.hf.space/") | ||
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for repeat in range(3): | ||
result = client.predict( | ||
"./sample_audio.wav", | ||
"What can be inferred from the spoken text and sounds? Why?", # str in 'Edit the textbox to ask your own questions!' Textbox component | ||
api_name="/predict" | ||
) | ||
print(result) | ||
# please do add a sleep to avoid long queue, for longer audio, sleep needs to be longer | ||
time.sleep(10) |
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