app.py

# Imports
!pip install git+https://github.com/openai/whisper.git 
import gradio as gr
import whisper

#Loading the model from openai Whisper
model = whisper.load_model("base")

# Defining the transcription function
def transcribing(audio):
    text = model.transcribe(audio)["text"]
    return text

# Defining the audio filepaths
audio = gr.inputs.Audio(type="filepath")

# Loading the gradio framwork
iface = gr.Interface(fn=transcribing,inputs=audio, outputs="text", title="Transcribe.AI")
iface.launch()