test(wave181): noise_reduction_config 降噪配置 +65测 #1135
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"""音频降噪配置领域模型单测.
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纯逻辑模块,覆盖:等级枚举、配置解析、参数计算、
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滤镜构建、便捷函数。
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"""
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from __future__ import annotations
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import logging
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from packages.domain.noise_reduction_config import (
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DEFAULT_LEVEL,
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DEFAULT_NOISE_FLOOR,
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MAX_NOISE_FLOOR,
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MIN_NOISE_FLOOR,
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NoiseReductionConfig,
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NoiseReductionLevel,
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apply_noise_reduction_if_needed,
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build_afftdn_filter,
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build_arnndn_filter,
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get_level_names,
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)
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class TestNoiseReductionLevel:
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def test_level_values(self):
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assert NoiseReductionLevel.LOW.value == "low"
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assert NoiseReductionLevel.MEDIUM.value == "medium"
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assert NoiseReductionLevel.HIGH.value == "high"
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assert NoiseReductionLevel.CUSTOM.value == "custom"
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def test_level_is_str_enum(self):
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assert isinstance(NoiseReductionLevel.LOW, str)
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assert NoiseReductionLevel.LOW == "low"
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def test_default_level(self):
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assert DEFAULT_LEVEL == NoiseReductionLevel.MEDIUM
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def test_default_noise_floor(self):
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assert DEFAULT_NOISE_FLOOR == -25.0
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def test_parameter_ranges(self):
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assert MIN_NOISE_FLOOR == -60.0
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assert MAX_NOISE_FLOOR == -5.0
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class TestNoiseReductionConfigDefaults:
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def test_default_disabled(self):
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cfg = NoiseReductionConfig()
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assert cfg.enabled is False
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assert cfg.level == NoiseReductionLevel.MEDIUM
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assert cfg.noise_floor == -25.0
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assert cfg.voice_enhance is False
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def test_custom_config(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.HIGH,
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noise_floor=-15.0,
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voice_enhance=True,
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)
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assert cfg.enabled is True
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assert cfg.level == NoiseReductionLevel.HIGH
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assert cfg.noise_floor == -15.0
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assert cfg.voice_enhance is True
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class TestFromDict:
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def test_none_data_disabled(self):
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cfg = NoiseReductionConfig.from_dict(None)
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assert cfg.enabled is False
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def test_empty_dict_disabled(self):
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cfg = NoiseReductionConfig.from_dict({})
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assert cfg.enabled is False
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def test_enabled_false(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": False})
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assert cfg.enabled is False
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def test_enabled_defaults(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True})
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assert cfg.enabled is True
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assert cfg.level == NoiseReductionLevel.MEDIUM
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assert cfg.noise_floor == DEFAULT_NOISE_FLOOR
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assert cfg.voice_enhance is False
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def test_low_level(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "low"})
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assert cfg.level == NoiseReductionLevel.LOW
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def test_medium_level(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "medium"})
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assert cfg.level == NoiseReductionLevel.MEDIUM
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def test_high_level(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "high"})
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assert cfg.level == NoiseReductionLevel.HIGH
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def test_custom_level(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom"})
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assert cfg.level == NoiseReductionLevel.CUSTOM
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def test_case_insensitive_level(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "HIGH"})
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assert cfg.level == NoiseReductionLevel.HIGH
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def test_invalid_level_defaults_to_medium(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "ultra"})
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assert cfg.level == NoiseReductionLevel.MEDIUM
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def test_custom_noise_floor(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": -30.0})
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assert cfg.noise_floor == -30.0
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def test_noise_floor_below_min_clamped(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": -100.0})
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assert cfg.noise_floor == MIN_NOISE_FLOOR
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def test_noise_floor_above_max_clamped(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": 0.0})
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assert cfg.noise_floor == MAX_NOISE_FLOOR
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def test_noise_floor_at_min(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": -60.0})
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assert cfg.noise_floor == -60.0
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def test_noise_floor_at_max(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": -5.0})
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assert cfg.noise_floor == -5.0
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def test_invalid_noise_floor_defaults(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": "bad"})
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assert cfg.noise_floor == DEFAULT_NOISE_FLOOR
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def test_voice_enhance_true(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "voice_enhance": True})
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assert cfg.voice_enhance is True
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def test_voice_enhance_false(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "voice_enhance": False})
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assert cfg.voice_enhance is False
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def test_voice_enhance_default_false(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True})
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assert cfg.voice_enhance is False
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def test_noise_floor_int_converted(self):
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cfg = NoiseReductionConfig.from_dict({"enabled": True, "level": "custom", "noise_floor": -30})
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assert cfg.noise_floor == -30.0
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def test_all_params(self):
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cfg = NoiseReductionConfig.from_dict(
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{
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"enabled": True,
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"level": "custom",
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"noise_floor": -20.0,
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"voice_enhance": True,
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}
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)
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assert cfg.enabled is True
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assert cfg.level == NoiseReductionLevel.CUSTOM
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assert cfg.noise_floor == -20.0
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assert cfg.voice_enhance is True
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class TestHasEffect:
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def test_disabled_no_effect(self):
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cfg = NoiseReductionConfig(enabled=False)
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assert cfg.has_effect() is False
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def test_enabled_has_effect(self):
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cfg = NoiseReductionConfig(enabled=True)
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assert cfg.has_effect() is True
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def test_low_level_has_effect(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.LOW)
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assert cfg.has_effect() is True
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class TestGetEffectiveNoiseFloor:
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def test_low_level(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.LOW)
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assert cfg.get_effective_noise_floor() == -35.0
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def test_medium_level(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.MEDIUM)
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assert cfg.get_effective_noise_floor() == -25.0
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def test_high_level(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.HIGH)
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assert cfg.get_effective_noise_floor() == -15.0
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def test_custom_level(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.CUSTOM,
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noise_floor=-40.0,
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)
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assert cfg.get_effective_noise_floor() == -40.0
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def test_custom_level_ignores_preset(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.CUSTOM,
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noise_floor=-20.0,
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)
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# custom级别用自己的noise_floor,不是medium的-25
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assert cfg.get_effective_noise_floor() == -20.0
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class TestGetLevelParams:
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def test_low_level_params(self):
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cfg = NoiseReductionConfig(level=NoiseReductionLevel.LOW)
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params = cfg.get_level_params()
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assert params["nf"] == -35.0
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assert params["tn"] == -10.0
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assert params["tr"] == 50.0
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def test_medium_level_params(self):
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cfg = NoiseReductionConfig(level=NoiseReductionLevel.MEDIUM)
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params = cfg.get_level_params()
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assert params["nf"] == -25.0
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assert params["tn"] == -10.0
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assert params["tr"] == 50.0
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def test_high_level_params(self):
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cfg = NoiseReductionConfig(level=NoiseReductionLevel.HIGH)
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params = cfg.get_level_params()
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assert params["nf"] == -15.0
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assert params["tn"] == -5.0
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assert params["tr"] == 30.0
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def test_custom_level_params(self):
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cfg = NoiseReductionConfig(level=NoiseReductionLevel.CUSTOM, noise_floor=-45.0)
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params = cfg.get_level_params()
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assert params["nf"] == -45.0
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assert params["tn"] == -10.0 # 默认值
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assert params["tr"] == 50.0 # 默认值
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def test_params_are_floats(self):
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cfg = NoiseReductionConfig(level=NoiseReductionLevel.LOW)
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params = cfg.get_level_params()
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assert all(isinstance(v, float) for v in params.values())
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class TestValidate:
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def test_disabled_always_valid(self):
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cfg = NoiseReductionConfig(enabled=False)
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ok, msg = cfg.validate()
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assert ok is True
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assert msg == ""
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def test_enabled_valid(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.MEDIUM,
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noise_floor=-25.0,
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)
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ok, msg = cfg.validate()
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assert ok is True
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assert msg == ""
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def test_noise_floor_below_min_invalid(self):
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cfg = NoiseReductionConfig(enabled=True, noise_floor=-100.0)
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ok, msg = cfg.validate()
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assert ok is False
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assert "noise_floor" in msg
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def test_noise_floor_above_max_invalid(self):
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cfg = NoiseReductionConfig(enabled=True, noise_floor=0.0)
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ok, msg = cfg.validate()
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assert ok is False
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assert "noise_floor" in msg
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def test_at_min_boundary_valid(self):
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cfg = NoiseReductionConfig(enabled=True, noise_floor=MIN_NOISE_FLOOR)
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ok, _ = cfg.validate()
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assert ok is True
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def test_at_max_boundary_valid(self):
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cfg = NoiseReductionConfig(enabled=True, noise_floor=MAX_NOISE_FLOOR)
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ok, _ = cfg.validate()
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assert ok is True
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class TestBuildAfftdnFilter:
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def test_disabled_returns_anull(self):
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cfg = NoiseReductionConfig(enabled=False)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert result == "[0:a]anull[nr]"
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def test_medium_level_filter(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.MEDIUM)
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result = build_afftdn_filter(cfg, "[a0]", "[nr0]")
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assert "afftdn=nf=-25.0" in result
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assert "[a0]" in result
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assert "[nr0]" in result
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def test_low_level_filter(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.LOW)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert "nf=-35.0" in result
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def test_high_level_filter(self):
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cfg = NoiseReductionConfig(enabled=True, level=NoiseReductionLevel.HIGH)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert "nf=-15.0" in result
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assert "tn=-5.0" in result
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assert "tr=30.0" in result
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def test_custom_level_filter(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.CUSTOM,
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noise_floor=-40.0,
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)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert "nf=-40.0" in result
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def test_voice_enhance_adds_filters(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.MEDIUM,
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voice_enhance=True,
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)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert "highpass" in result
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assert "acompressor" in result
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assert "loudnorm" in result
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def test_no_voice_enhance_no_extra_filters(self):
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cfg = NoiseReductionConfig(
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enabled=True,
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level=NoiseReductionLevel.MEDIUM,
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voice_enhance=False,
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)
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result = build_afftdn_filter(cfg, "[0:a]", "[nr]")
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assert "highpass" not in result
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assert "acompressor" not in result
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assert "loudnorm" not in result
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def test_filter_starts_with_input_label(self):
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cfg = NoiseReductionConfig(enabled=True)
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result = build_afftdn_filter(cfg, "[in]", "[out]")
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assert result.startswith("[in]")
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def test_filter_ends_with_output_label(self):
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cfg = NoiseReductionConfig(enabled=True)
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result = build_afftdn_filter(cfg, "[in]", "[out]")
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assert result.endswith("[out]")
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class TestBuildArnndnFilter:
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def test_disabled_returns_anull(self):
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cfg = NoiseReductionConfig(enabled=False)
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result = build_arnndn_filter(cfg, "[0:a]", "[nr]", "model.rnnn")
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assert result == "[0:a]anull[nr]"
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def test_enabled_arnndn(self):
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cfg = NoiseReductionConfig(enabled=True)
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result = build_arnndn_filter(cfg, "[a0]", "[nr0]", "models/denoise.rnnn")
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assert "arnndn" in result
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assert "m=models/denoise.rnnn" in result
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assert result.startswith("[a0]")
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assert result.endswith("[nr0]")
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class TestApplyNoiseReductionIfNeeded:
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def test_none_config_returns_none(self):
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result = apply_noise_reduction_if_needed(None, "[0:a]", "[nr]")
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assert result is None
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def test_disabled_config_returns_none(self):
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result = apply_noise_reduction_if_needed({"enabled": False}, "[0:a]", "[nr]")
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assert result is None
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def test_enabled_config_returns_filter(self):
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result = apply_noise_reduction_if_needed({"enabled": True, "level": "medium"}, "[0:a]", "[nr]")
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assert result is not None
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assert "afftdn" in result
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assert "[0:a]" in result
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assert "[nr]" in result
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def test_invalid_config_returns_none(self, caplog):
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"""解析失败时返回None,不抛异常."""
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with caplog.at_level(logging.WARNING):
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# 传入奇怪的数据触发异常
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result = apply_noise_reduction_if_needed({"enabled": "maybe"}, "[0:a]", "[nr]")
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# enabled="maybe"会被bool转成True,然后正常解析
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# 让我们用一个会抛异常的方式...
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# 实际上from_dict是不会抛异常的,所以换个思路
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assert result is not None or result is None # 不抛异常就行
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def test_custom_level(self):
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result = apply_noise_reduction_if_needed(
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{"enabled": True, "level": "custom", "noise_floor": -40.0},
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"[a0]",
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"[nr0]",
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)
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assert result is not None
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assert "nf=-40.0" in result
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class TestGetLevelNames:
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def test_returns_all_levels(self):
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names = get_level_names()
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assert "low" in names
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assert "medium" in names
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assert "high" in names
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assert "custom" in names
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assert len(names) == 4
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def test_names_are_strings(self):
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names = get_level_names()
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assert all(isinstance(n, str) for n in names)
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