Spaces:
Running
on
Zero
Running
on
Zero
Commit
·
5cb0b21
1
Parent(s):
0b8cb49
rest
Browse files- app.py +18 -0
- requirements.txt +2 -1
app.py
CHANGED
|
@@ -5,11 +5,28 @@ from io import BytesIO
|
|
| 5 |
import numpy as np
|
| 6 |
import librosa
|
| 7 |
import tempfile
|
|
|
|
|
|
|
| 8 |
from transformers import Qwen2AudioForConditionalGeneration, AutoProcessor
|
| 9 |
|
| 10 |
processor = AutoProcessor.from_pretrained("Qwen/Qwen2-Audio-7B-Instruct")
|
| 11 |
model = Qwen2AudioForConditionalGeneration.from_pretrained("Qwen/Qwen2-Audio-7B-Instruct", device_map="auto")
|
| 12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
|
| 14 |
def transcribe(audio: tuple[int, np.ndarray], transformers_convo: list[dict], gradio_convo: list[dict]):
|
| 15 |
segment = AudioSegment(
|
|
@@ -51,6 +68,7 @@ with gr.Blocks() as demo:
|
|
| 51 |
with gr.Row():
|
| 52 |
with gr.Column():
|
| 53 |
audio = WebRTC(
|
|
|
|
| 54 |
label="Stream",
|
| 55 |
mode="send",
|
| 56 |
modality="audio",
|
|
|
|
| 5 |
import numpy as np
|
| 6 |
import librosa
|
| 7 |
import tempfile
|
| 8 |
+
from twilio.rest import Client
|
| 9 |
+
import os
|
| 10 |
from transformers import Qwen2AudioForConditionalGeneration, AutoProcessor
|
| 11 |
|
| 12 |
processor = AutoProcessor.from_pretrained("Qwen/Qwen2-Audio-7B-Instruct")
|
| 13 |
model = Qwen2AudioForConditionalGeneration.from_pretrained("Qwen/Qwen2-Audio-7B-Instruct", device_map="auto")
|
| 14 |
|
| 15 |
+
account_sid = os.environ.get("TWILIO_ACCOUNT_SID")
|
| 16 |
+
auth_token = os.environ.get("TWILIO_AUTH_TOKEN")
|
| 17 |
+
|
| 18 |
+
if account_sid and auth_token:
|
| 19 |
+
client = Client(account_sid, auth_token)
|
| 20 |
+
|
| 21 |
+
token = client.tokens.create()
|
| 22 |
+
|
| 23 |
+
rtc_configuration = {
|
| 24 |
+
"iceServers": token.ice_servers,
|
| 25 |
+
"iceTransportPolicy": "relay",
|
| 26 |
+
}
|
| 27 |
+
else:
|
| 28 |
+
rtc_configuration = None
|
| 29 |
+
|
| 30 |
|
| 31 |
def transcribe(audio: tuple[int, np.ndarray], transformers_convo: list[dict], gradio_convo: list[dict]):
|
| 32 |
segment = AudioSegment(
|
|
|
|
| 68 |
with gr.Row():
|
| 69 |
with gr.Column():
|
| 70 |
audio = WebRTC(
|
| 71 |
+
rtc_configuration=rtc_configuration,
|
| 72 |
label="Stream",
|
| 73 |
mode="send",
|
| 74 |
modality="audio",
|
requirements.txt
CHANGED
|
@@ -1,2 +1,3 @@
|
|
| 1 |
gradio_webrtc[vad]==0.0.11a1
|
| 2 |
-
transformers@git+https://github.com/huggingface/transformers
|
|
|
|
|
|
| 1 |
gradio_webrtc[vad]==0.0.11a1
|
| 2 |
+
transformers@git+https://github.com/huggingface/transformers
|
| 3 |
+
twilio
|