Update custom model files, README, and requirements

requirements.txt

@@ -1,6 +1,14 @@
-# Core dependencies for tiny-audio model inference
-# This file is pushed to HuggingFace for model repository
+# Use latest compatible versions
+gradio
+transformers>=4.57.1
+torch
+soundfile
+librosa
+peft
+truecase
 
-# Transformers - main library for model loading and inference
-transformers>=4.57.0
-truecase
+# Forced alignment for word-level timestamps
+ctc-forced-aligner @ git+https://github.com/MahmoudAshraf97/ctc-forced-aligner.git
+
+# Speaker diarization
+pyannote-audio>=3.1.0