change whisper model to whisper api

README.md

@@ -3,4 +3,4 @@
 # ffmpeg
 
 apt-get update
-apt-get ffmpeg
+apt-get install ffmpeg

requirements.txt

@@ -3,4 +3,5 @@ boto3
 openai
 langchain
 python-dotenv
-ffmpeg-python
+gradio
+git+https://github.com/openai/whisper.git

vocal_app.py

@@ -1,24 +1,34 @@
-
-from transformers import pipeline
+import whisper
 import gradio as gr
-import time
+from dotenv import dotenv_values
+import openai
+import os
+
+"""
+apt-get update
+apt-get install ffmpeg
+"""
+
+config = dotenv_values(".env")
+
+openai.organization = config.get('OPENAI_ORGANIZATION')
+openai.api_key = config.get('OPENAI_API_KEY')
 
-p = pipeline("automatic-speech-recognition")
 
-def transcribe(audio, state=""):
-    time.sleep(2)
-    text = p(audio)["text"]
-    state += text + " "
-    return state, state
+def transcribe(audio):
+    os.rename(audio, audio + '.wav')
+    file = open(audio + '.wav', "rb")
+
+    result = openai.Audio.transcribe("whisper-1", file).text
+
+    return result
 
 gr.Interface(
-    fn=transcribe, 
+    title = 'Whisper Audio to Text with Speaker Recognition', 
+    fn=transcribe,
     inputs=[
-        gr.Audio(source="microphone", type="filepath", streaming=True), 
-        "state"
-    ],
-    outputs=[
-        "textbox",
-        "state"
+        gr.inputs.Audio(source="microphone", type="filepath"),
+        #gr.inputs.Number(default=2, label="Number of Speakers")
     ],
-    live=True).launch()
+    outputs="text"
+  ).launch()