Create app.py

app.py

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+import gradio as gr
+import requests
+import json
+import os
+
+def send_req(title, audio_file_path):
+    url = "http://https://dev-phonic-api.vuihoc.vn/api/v3/get_score_from_file"
+
+    payload = {'title': title}
+    files=[
+    ('audio',('temp.wav',open(audio_file_path,'rb'),'audio/wav'))
+    ]
+    headers = {
+    'accept': 'application/json',
+    'Authorization': 'Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpZCI6ODg2MSwiZGV2aWNlSWQiOjg4NjEsImlhdCI6MTcxMTk2MTY2OSwiZXhwIjoxNzE3MTQ1NjY5fQ.8Wtzyx3mKVh7K9_GNzseWdK1NH-hycYdNh1uFsoVvEg'
+    }
+
+    response = requests.request("POST", url, headers=headers, data=payload, files=files)
+
+    return response.json()
+
+def create_html_output(real_transcript, is_letter_correct_all_words):
+    html_output = "<center><h1>"
+    for i, char in enumerate(real_transcript):
+        if is_letter_correct_all_words[i] == '1':
+            html_output += f"<span style='color:green;'>{char}</span>"
+        else:
+            html_output += f"<span style='color:red;'>{char}</span>"
+    html_output += "</h1></center>"
+    return html_output
+
+def create_html_output_ipa(word_score_list):
+    html_output = "<center><h1>"
+    for word_score in word_score_list:
+        for phone_score in word_score["phone_score_list"]:
+            if phone_score["quality_score"] == 100:
+                html_output += f"<span style='color:green;'>{phone_score['phone_ipa']}</span>"
+            else:
+                html_output += f"<span style='color:red;'>{phone_score['phone_ipa']}</span>"
+        html_output += "<span style='color:red;'> </span>"
+    html_output += "</h1></center>"
+    return html_output
+
+def download_audio_file(url, filename=None):
+    """
+    Tải xuống tệp âm thanh từ một URL và lưu nó vào đĩa.
+
+    Args:
+        url (str): URL của tệp âm thanh cần tải xuống.
+        filename (str, optional): Tên tệp để lưu (mặc định là tên tệp từ URL).
+    """
+
+
+    response = requests.get(url)
+    response.raise_for_status()  # Kiểm tra lỗi HTTP
+
+    # Nếu không cung cấp tên tệp, sử dụng tên tệp từ URL
+    if not filename:
+        filename = url.split("/")[-1]
+
+    with open(filename, "wb") as f:
+        f.write(response.content)
+
+
+def pa_check(microphone, file_upload, reference_text):
+    if (microphone is not None) and (file_upload is not None):
+        warn_output = (
+            "WARNING: You've uploaded an audio file and used the microphone. "
+            "The recorded file from the microphone will be used and the uploaded audio will be discarded.\n"
+        )
+
+    elif (microphone is None) and (file_upload is None):
+        return "ERROR: You have to either use the microphone or upload an audio file"
+
+    file = microphone if microphone is not None else file_upload
+    
+    result = send_req(reference_text, file)
+    try:
+
+        html_output = create_html_output(result["data"]["real_transcripts"], result["data"]["is_letter_correct_all_words"])
+        html_output_ipa = create_html_output_ipa(result["data"]["word_score_list"])
+    except Exception as e:
+        print(e)
+        print(result["data"]["real_transcripts"])
+        print(result["data"]["is_letter_correct_all_words"])
+        html_output = "ERROR: Something went wrong with the server response. Please try again later."
+
+    
+    return json.dumps(result, indent=4, ensure_ascii=False), html_output, html_output_ipa
+
+
+demo = gr.Interface(
+    fn=pa_check,
+    inputs=[
+        # gr.Textbox(label="Url audio", type="text", placeholder="Download audio form url"),
+        gr.Audio(sources="microphone", type="filepath"),
+        gr.Audio(sources="upload", type="filepath"),
+        gr.Textbox(label="Reference text", type="text", placeholder="How are you?|What is your name?"),
+    ],
+    outputs=[
+             gr.Textbox(label="Output"),
+             "html",
+             "html"
+    ],
+    theme="huggingface",
+    title="Pronunciation Assessment",
+    allow_flagging="never",
+    examples=[[None, None, "How are you?|What is your name?"], [None, None, "It's at quarter past nine.|It's at nine fifteen."]]
+)
+
+demo.launch(auth=(os.environ['username'], os.environ['password']))
+
+