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import requests | |
import pytz | |
import streamlit as st | |
from datetime import datetime | |
from audio_recorder_streamlit import audio_recorder | |
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 | |
def transcribe_audio(file_path): | |
API_URL = "https://tonpixzfvq3791u9.us-east-1.aws.endpoints.huggingface.cloud" | |
headers = { | |
"Authorization": f"Bearer {openai_key}", | |
} | |
with open(file_path, 'rb') as f: | |
data = {'file': f} | |
response = requests.post(API_URL, headers=headers, files=data) | |
if response.status_code == 200: | |
st.write(response.json()) | |
st.title("Speech to Text") | |
st.write("Record your speech and get the text.") | |
# Audio, transcribe, GPT: | |
filename = save_and_play_audio(audio_recorder) | |
if filename is not None: | |
transcription = transcribe_audio(filename) | |
#st.sidebar.markdown(get_table_download_link(filename), unsafe_allow_html=True) | |
filename = None |