Update preprocessing.py

preprocessing.py

@@ -1,8 +1,6 @@
 import os
 from pydub import AudioSegment
 import noisereduce as nr
-import webrtcvad
-from ..config import settings
 import numpy as np
 import librosa
 import soundfile as sf
@@ -84,21 +82,3 @@ def clean_audio_streaming(input_file: str, output_file: Optional[str] = None, ch
     except Exception as e:
         print(f"Ses temizleme hatası: {str(e)}")
         return input_file
-
-def _apply_vad(audio: AudioSegment, vad: webrtcvad.Vad) -> AudioSegment:
-    frame_duration = 30
-    frames = []
-    samples = audio.get_array_of_samples()
-    for i in range(0, len(samples), int(settings.SAMPLE_RATE * frame_duration / 1000)):
-        frame = samples[i:i + int(settings.SAMPLE_RATE * frame_duration / 1000)]
-        is_speech = vad.is_speech(
-            frame.tobytes(), sample_rate=settings.SAMPLE_RATE
-        )
-        if is_speech:
-            frames.extend(frame)
-    return AudioSegment(
-        data=bytes(frames),
-        sample_width=audio.sample_width,
-        frame_rate=settings.SAMPLE_RATE,
-        channels=audio.channels
-    )