Audio in only (#15)

* Audio + Video / test Audio

* Add code

* Fix demo

* support additional inputs

* Add code

* Add code
This commit is contained in:
Freddy Boulton
2024-10-30 13:08:09 -04:00
committed by GitHub
parent 2068b91854
commit 3bf4a437fb
29 changed files with 1613 additions and 416 deletions

67
demo/stream_whisper.py Normal file
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import logging
import tempfile
import gradio as gr
import numpy as np
from dotenv import load_dotenv
from gradio_webrtc import AdditionalOutputs, ReplyOnPause, WebRTC
from openai import OpenAI
from pydub import AudioSegment
load_dotenv()
# Configure the root logger to WARNING to suppress debug messages from other libraries
logging.basicConfig(level=logging.WARNING)
# Create a console handler
console_handler = logging.StreamHandler()
console_handler.setLevel(logging.DEBUG)
# Create a formatter
formatter = logging.Formatter("%(name)s - %(levelname)s - %(message)s")
console_handler.setFormatter(formatter)
# Configure the logger for your specific library
logger = logging.getLogger("gradio_webrtc")
logger.setLevel(logging.DEBUG)
logger.addHandler(console_handler)
client = OpenAI()
def transcribe(audio: tuple[int, np.ndarray], transcript: list[dict]):
segment = AudioSegment(
audio[1].tobytes(),
frame_rate=audio[0],
sample_width=audio[1].dtype.itemsize,
channels=1,
)
with tempfile.NamedTemporaryFile(suffix=".mp3") as temp_audio:
segment.export(temp_audio.name, format="mp3")
next_chunk = client.audio.transcriptions.create(
model="whisper-1", file=open(temp_audio.name, "rb")
).text
transcript.append({"role": "user", "content": next_chunk})
yield AdditionalOutputs(transcript)
with gr.Blocks() as demo:
with gr.Row():
with gr.Column():
audio = WebRTC(
label="Stream",
mode="send",
modality="audio",
)
with gr.Column():
transcript = gr.Chatbot(label="transcript", type="messages")
audio.stream(ReplyOnPause(transcribe), inputs=[audio, transcript], outputs=[audio],
time_limit=30)
audio.on_additional_outputs(lambda s: s, outputs=transcript)
if __name__ == "__main__":
demo.launch()