Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
asr = pipeline("automatic-speech-recognition", model="openai/whisper-small")
|
5 |
+
tts = pipeline("text-to-speech", model="espnet/kan-bayashi_ljspeech_vits")
|
6 |
+
chatbot = pipeline("text-generation", model="tiiuae/falcon-rw-1b")
|
7 |
+
|
8 |
+
def voice_bot(audio):
|
9 |
+
text = asr(audio)["text"]
|
10 |
+
reply = chatbot(text, max_length=50)[0]["generated_text"]
|
11 |
+
speech = tts(reply)
|
12 |
+
return reply, (speech["sampling_rate"], speech["audio"])
|
13 |
+
|
14 |
+
gr.Interface(
|
15 |
+
fn=voice_bot,
|
16 |
+
inputs=gr.Audio(source="microphone", type="filepath"),
|
17 |
+
outputs=["text", "audio"],
|
18 |
+
title="🎤 AI Voice Assistant"
|
19 |
+
).launch()
|