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import requests | |
import pytz | |
import streamlit as st | |
from datetime import datetime | |
from streamlit_audio_recorder import AudioRecorder | |
API_URL = "https://tonpixzfvq3791u9.us-east-1.aws.endpoints.huggingface.cloud" | |
key = 'test-public-anonymous-T4-Whisper-Small-En' | |
headers = { | |
"Authorization": "Bearer {key}", | |
"Content-Type": "audio/wav" | |
} | |
def generate_filename(prompt, file_type): | |
central = pytz.timezone('US/Central') | |
safe_date_time = datetime.now(central).strftime("%m%d_%H%M") | |
replaced_prompt = prompt.replace(" ", "_").replace("\n", "_") | |
safe_prompt = "".join(x for x in replaced_prompt if x.isalnum() or x == "_")[:90] | |
return f"{safe_date_time}_{safe_prompt}.{file_type}" | |
def query(filename): | |
with open(filename, "rb") as f: | |
data = f.read() | |
response = requests.post(API_URL, headers=headers, data=data) | |
return response.json() | |
def save_and_play_audio(audio_recorder): | |
audio_bytes = audio_recorder.get_audio() | |
if audio_bytes: | |
filename = generate_filename("Recording", "wav") | |
with open(filename, 'wb') as f: | |
f.write(audio_bytes) | |
st.audio(audio_bytes, format="audio/wav") | |
return filename | |
return None | |
st.title("Speech to Text") | |
st.write("Record your speech and get the text.") | |
audio_recorder = AudioRecorder() | |
audio_recorder.start() | |
if st.button("Stop recording"): | |
audio_recorder.stop() | |
filename = save_and_play_audio(audio_recorder) | |
if filename: | |
output = query(filename) | |
st.write("Transcription:") | |
st.write(output) |