Add ASR demo

README.md

@@ -1,13 +1,10 @@
 ---
-title: JASR
-emoji: 🏃
-colorFrom: pink
-colorTo: pink
+title: ASR Demo
+emoji: 🎤
+colorFrom: blue
+colorTo: green
 sdk: gradio
-sdk_version: 5.34.2
+sdk_version: 4.19.0
 app_file: app.py
 pinned: false
-short_description: Dialectal Arabic ASR
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+---

app.py

@@ -0,0 +1,32 @@
+import gradio as gr
+from transformers import pipeline
+import numpy as np
+import os
+from huggingface_hub import login
+
+# Get token from Space secrets
+HF_TOKEN = os.environ.get("HF_TOKEN")
+if HF_TOKEN:
+    login(token=HF_TOKEN)
+
+# Load model from your private repo
+MODEL_ID = "badrex/JASR"  # Change this to match your repo!
+transcriber = pipeline("automatic-speech-recognition", model=MODEL_ID, use_auth_token=HF_TOKEN)
+
+def transcribe(audio):
+    sr, y = audio
+    # Convert to mono if stereo
+    if y.ndim > 1:
+        y = y.mean(axis=1)
+    y = y.astype(np.float32)
+    y /= np.max(np.abs(y))
+    return transcriber({"sampling_rate": sr, "raw": y})["text"]
+
+demo = gr.Interface(
+    transcribe,
+    gr.Audio(sources="microphone"),
+    "text",
+)
+
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

@@ -0,0 +1,7 @@
+gradio==4.44.0
+gradio-client==1.3.0
+transformers>=4.36.0
+torch>=2.0.0
+torchaudio>=2.0.0
+librosa>=0.10.1
+pydantic==2.10.6