import speech_recognition as sr
import gradio as gr
import numpy as np


def recognize_speech(audio_data):
    # nontype to wav
    # tuple(sample_rate, numpy array)
    # get numpy array
    # get sample rate
    # convert to AudioData
    # recognize speech
    # return text
    audio_data = sr.AudioData(np.array(audio_data[1]), sample_rate=audio_data[0] , sample_width=2)

    recognizer = sr.Recognizer()
    try:
        text = recognizer.recognize_google(audio_data)
        return f"Recognized Speech: {text}"
    except sr.UnknownValueError:
        return "Speech Recognition could not understand audio."
    except sr.RequestError as e:
        return f"Could not request results from Google Speech Recognition service; {e}"

audio_input = gr.Audio(type="numpy")

iface = gr.Interface(fn=recognize_speech, inputs=audio_input , outputs="text")
iface.launch()