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Delete audio_processing/effect_chain.py
Browse files- audio_processing/effect_chain.py +0 -169
audio_processing/effect_chain.py
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"""
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Effect Chain - Pedalboard 기반 오디오 이펙트 처리
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=================================================
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V6: Compressor threshold 범위 수정 (0 ~ -5dB)
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"""
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import numpy as np
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import soundfile as sf
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from typing import Dict
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from pedalboard import (
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Pedalboard,
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Compressor,
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Gain,
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HighShelfFilter,
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LowShelfFilter,
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PeakFilter,
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Delay,
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Reverb,
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Limiter
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)
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class EffectChain:
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def __init__(self, sample_rate: int = 44100):
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self.sample_rate = sample_rate
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def _get_param(self, params: Dict[str, float], *keys, default=0.0) -> float:
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for key in keys:
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if key in params:
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return params[key]
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return default
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def _build_pedalboard(self, params: Dict[str, float]) -> Pedalboard:
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effects = []
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# Compressor (V6: 0 ~ -5dB 범위)
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comp_threshold = self._get_param(params, "compressor.threshold", default=-3.0)
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comp_ratio = self._get_param(params, "compressor.ratio", default=2.0)
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effects.append(Compressor(
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threshold_db=max(-5.0, min(0.0, comp_threshold)), # V6: 0 ~ -5dB
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ratio=max(1.5, min(4.0, comp_ratio)),
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attack_ms=10.0,
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release_ms=100.0
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))
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# EQ Peak 1
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freq1 = self._get_param(params, "eq_peak1.params.freq", default=1000.0)
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gain1 = self._get_param(params, "eq_peak1.params.gain", default=0.0)
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q1 = self._get_param(params, "eq_peak1.params.Q", "eq_peak1.params.q", default=1.0)
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if abs(gain1) > 0.1:
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effects.append(PeakFilter(
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cutoff_frequency_hz=max(20, min(20000, freq1)),
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gain_db=max(-12, min(12, gain1)),
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q=max(0.1, min(10, q1))
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))
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# EQ Peak 2
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freq2 = self._get_param(params, "eq_peak2.params.freq", default=4000.0)
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gain2 = self._get_param(params, "eq_peak2.params.gain", default=0.0)
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q2 = self._get_param(params, "eq_peak2.params.Q", "eq_peak2.params.q", default=1.0)
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if abs(gain2) > 0.1:
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effects.append(PeakFilter(
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cutoff_frequency_hz=max(20, min(20000, freq2)),
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gain_db=max(-12, min(12, gain2)),
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q=max(0.1, min(10, q2))
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))
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# Low Shelf
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freq_low = self._get_param(params, "eq_lowshelf.params.freq", default=200.0)
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gain_low = self._get_param(params, "eq_lowshelf.params.gain", default=0.0)
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if abs(gain_low) > 0.1:
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effects.append(LowShelfFilter(
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cutoff_frequency_hz=max(20, min(2000, freq_low)),
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gain_db=max(-12, min(12, gain_low)),
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q=0.707
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))
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# High Shelf
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freq_high = self._get_param(params, "eq_highshelf.params.freq", default=8000.0)
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gain_high = self._get_param(params, "eq_highshelf.params.gain", default=0.0)
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if abs(gain_high) > 0.1:
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effects.append(HighShelfFilter(
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cutoff_frequency_hz=max(1000, min(20000, freq_high)),
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gain_db=max(-12, min(12, gain_high)),
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q=0.707
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))
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# Delay
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delay_time = self._get_param(params, "delay.delay_time", default=0.02)
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delay_feedback = self._get_param(params, "delay.feedback", default=0.15)
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delay_mix = self._get_param(params, "delay.mix", default=0.1)
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if delay_mix > 0.01:
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effects.append(Delay(
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delay_seconds=max(0.01, min(0.3, delay_time)),
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feedback=max(0.0, min(0.25, delay_feedback)),
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mix=max(0.0, min(0.2, delay_mix))
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))
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# Reverb
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room_size = self._get_param(params, "reverb.room_size", default=0.3)
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reverb_wet = self._get_param(params, "reverb.wet_level", default=0.0)
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reverb_dry = self._get_param(params, "reverb.dry_level", default=1.0)
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reverb_damping = self._get_param(params, "reverb.damping", default=0.5)
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if reverb_wet > 0.01:
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effects.append(Reverb(
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room_size=max(0.0, min(0.6, room_size)),
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damping=max(0.0, min(1.0, reverb_damping)),
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wet_level=max(0.0, min(0.3, reverb_wet)),
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dry_level=max(0.7, min(1.0, reverb_dry))
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))
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# Limiter
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effects.append(Limiter(threshold_db=-6.0))
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return Pedalboard(effects)
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def process(self, input_path: str, output_path: str, parameters: Dict[str, float]) -> bool:
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try:
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audio, sr = sf.read(input_path)
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if len(audio.shape) == 1:
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audio = audio.reshape(-1, 1)
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audio = audio.astype(np.float32)
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# 입력 정규화
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input_peak = np.max(np.abs(audio))
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if input_peak > 0.5:
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audio = audio * (0.5 / input_peak)
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print(f"[EffectChain] 입력 ��규화: peak {input_peak:.3f} → 0.5")
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board = self._build_pedalboard(parameters)
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processed = board(audio, sr)
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# Wet/Dry 믹스
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wet_mix = self._get_param(parameters, "final_wet_mix", default=0.5)
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wet_mix = max(0.3, min(0.7, wet_mix))
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min_len = min(len(audio), len(processed))
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output = audio[:min_len] * (1 - wet_mix) + processed[:min_len] * wet_mix
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# 출력 정규화
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output_peak = np.max(np.abs(output))
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if output_peak > 0.9:
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output = output * (0.9 / output_peak)
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print(f"[EffectChain] 출력 정규화: peak {output_peak:.3f} → 0.9")
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output = np.clip(output, -1.0, 1.0)
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sf.write(output_path, output, sr)
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print(f"[EffectChain] ✅ 처리 완료: {output_path}")
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print(f"[EffectChain] 적용된 파라미터:")
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print(f" - Compressor: threshold={self._get_param(parameters, 'compressor.threshold', default=-3.0):.1f}dB, ratio={self._get_param(parameters, 'compressor.ratio', default=2.0):.1f}")
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print(f" - EQ Peak1 Gain: {self._get_param(parameters, 'eq_peak1.params.gain'):.2f} dB")
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print(f" - EQ Peak2 Gain: {self._get_param(parameters, 'eq_peak2.params.gain'):.2f} dB")
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print(f" - Low Shelf Gain: {self._get_param(parameters, 'eq_lowshelf.params.gain'):.2f} dB")
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print(f" - High Shelf Gain: {self._get_param(parameters, 'eq_highshelf.params.gain'):.2f} dB")
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print(f" - Distortion: DISABLED")
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print(f" - Delay: time={self._get_param(parameters, 'delay.delay_time', default=0.02):.3f}s, fb={self._get_param(parameters, 'delay.feedback', default=0.15):.2f}, mix={self._get_param(parameters, 'delay.mix', default=0.1):.2f}")
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print(f" - Reverb: room={self._get_param(parameters, 'reverb.room_size', default=0.3):.2f}, wet={self._get_param(parameters, 'reverb.wet_level', default=0.0):.2f}")
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print(f" - Wet Mix: {wet_mix:.2f}")
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return True
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except Exception as e:
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print(f"[EffectChain] ❌ 처리 실패: {e}")
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import traceback
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traceback.print_exc()
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raise e
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