nateraw cerkut commited on
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247a940
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1 Parent(s): 0427ca6

update pedalboard and librosa and use recent interfaces, plus require matplotlib in packages.txt (#1)

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- update pedalboard and librosa and use recent interfaces, plus require matplotlib in packages.txt (5e59257490af86f42718ab664ee721b1bf09f309)


Co-authored-by: Cumhur Erkut <cerkut@users.noreply.huggingface.co>

Files changed (2) hide show
  1. app.py +157 -0
  2. requirements.txt +3 -2
app.py ADDED
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+ import streamlit as st
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+ import soundfile as sf
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+ from pedalboard import (
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+ Pedalboard,
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+ Chorus,
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+ Compressor,
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+ Convolution,
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+ Distortion,
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+ Gain,
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+ HighpassFilter,
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+ LadderFilter,
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+ Limiter,
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+ LowpassFilter,
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+ NoiseGate,
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+ Phaser,
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+ Reverb,
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+ )
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+
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+
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+ objects_and_init_kwargs = [
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+ (
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+ Chorus,
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+ {
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+ "rate_hz": 1.0,
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+ "depth": 0.25,
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+ "centre_delay_ms": 7.0,
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+ "feedback": 0.0,
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+ "mix": 0.5,
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+ },
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+ ),
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+ (Compressor, {"threshold_db": 0, "ratio": 1, "attack_ms": 1.0, "release_ms": 100}),
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+ # TODO - maybe add a few impulse responses to a folder + let folks cycle through them.
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+ # (Convolution, {'impulse_response_filename': None, 'mix': 1.0}),
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+ (Distortion, {"drive_db": 25}),
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+ (Gain, {"gain_db": 1.0}),
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+ (HighpassFilter, {"cutoff_frequency_hz": 50}),
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+ (LadderFilter, {"mode": LadderFilter.LPF12, "cutoff_hz": 200, "drive": 1.0}),
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+ (Limiter, {"threshold_db": -10.0, "release_ms": 100.0}),
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+ (LowpassFilter, {"cutoff_frequency_hz": 50}),
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+ (
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+ NoiseGate,
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+ {"threshold_db": -100.0, "ratio": 10, "attack_ms": 1.0, "release_ms": 100.0},
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+ ),
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+ (
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+ Phaser,
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+ {
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+ "rate_hz": 1.0,
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+ "depth": 0.5,
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+ "centre_frequency_hz": 1300.0,
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+ "feedback": 0.0,
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+ "mix": 0.5,
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+ },
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+ ),
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+ (
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+ Reverb,
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+ {
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+ "room_size": 0.5,
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+ "damping": 0.5,
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+ "wet_level": 0.33,
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+ "dry_level": 0.4,
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+ "width": 1.0,
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+ "freeze_mode": 0.0,
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+ },
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+ ),
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+ ]
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+
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+ name_to_object_init_kwargs = {
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+ obj.__name__: (obj, kwargs) for obj, kwargs in objects_and_init_kwargs
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+ }
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+
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+
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+ def get_transform_names(augmentations):
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+ transform_names = [st.sidebar.selectbox("Select transformation â„–1:", augmentations)]
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+ while transform_names[-1] != "None":
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+ transform_names.append(
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+ st.sidebar.selectbox(
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+ f"Select transformation â„–{len(transform_names) + 1}:",
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+ ["None"] + augmentations,
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+ )
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+ )
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+ transform_names = transform_names[:-1]
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+ return transform_names
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+
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+
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+ def get_transforms():
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+ transform_names = get_transform_names(sorted(name_to_object_init_kwargs.keys()))
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+
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+ transforms = []
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+ for i, name in enumerate(transform_names):
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+ st.sidebar.markdown("---")
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+ st.sidebar.markdown(f"#### transformation â„–{i + 1}: {name}")
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+ obj, kwargs = name_to_object_init_kwargs[name]
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+
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+ # 🚨 OMG pls no 🤮. It doesn't have to be this way. Do anything but this. 🚨
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+ inputs = {}
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+ for k, v in kwargs.items():
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+ if k in ["mix", "room_size", "damping", "wet_level", "dry_level", "width", "freeze_mode", 'feedback']:
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+ x = st.sidebar.slider(k, 0.0, 1.0, 0.1, key=f"{k}_{i}")
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+ elif k in ['threshold_db', 'gain_db']:
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+ x = st.sidebar.slider(k, -20., 20., 0., key=f"{k}_{i}")
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+ elif k in ['rate_hz', 'centre_delay_ms', 'depth']:
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+ x = st.sidebar.slider(k, 0., 10., 0.5, key=f"{k}_{i}")
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+ elif k in ['drive_db']:
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+ x = st.sidebar.slider(k, 0., 20., 0., key=f"{k}_{i}")
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+ elif k in ['release']:
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+ x = st.sidebar.slider(k, 0.01, 5000., 100., key=f"{k}_{i}")
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+ elif k in ['ratio', 'drive']:
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+ x = st.sidebar.slider(k, 1.0, 20., 4., key=f"{k}_{i}")
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+ elif k in ['attack_ms', 'release_ms']:
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+ x = st.sidebar.slider(k, 0.1, 2000., key=f"{k}_{i}")
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+ elif k in ['cutoff_frequency_hz', 'cutoff_hz', 'centre_frequency_hz']:
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+ x = st.sidebar.slider(k, 20, 20000, key=f"{k}_{i}")
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+ elif k in ['mode']:
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+ choices = [LadderFilter.LPF12, LadderFilter.HPF12, LadderFilter.BPF12, LadderFilter.LPF24, LadderFilter.HPF24, LadderFilter.BPF24]
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+ x = st.sidebar.selectbox(k, choices)
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+ else:
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+ x = type(v)(st.sidebar.text_input(k, value=v))
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+ inputs[k] = x
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+
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+ # st.json(inputs)
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+ transforms.append(obj(**inputs))
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+ return transforms
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+
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+
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+ # 🚨 TODO - messy. clean me pls.
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+
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+ audio_file = open('./example.wav', 'rb')
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+ audio_bytes = audio_file.read()
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+
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+ st.markdown("## Input Audio")
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+ st.audio(audio_bytes, format='audio/ogg')
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+
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+ # Run the audio through this pedalboard!
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+ audio, sample_rate = sf.read('./example.wav')
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+ # board = Pedalboard(get_transforms(), sample_rate=sample_rate)
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+ board = Pedalboard(get_transforms())
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+ effected = board(audio,sample_rate)
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+
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+ # Write the audio back as a wav file:
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+ with sf.SoundFile('./outputs.wav', 'w', samplerate=sample_rate, channels=len(effected.shape)) as f:
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+ f.write(effected)
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+
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+
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+ audio_file = open('./outputs.wav', 'rb')
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+ audio_bytes = audio_file.read()
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+
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+ st.markdown("## Effected Audio")
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+ st.audio(audio_bytes, format='audio/wav')
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+
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+
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+ from matplotlib import pyplot as plt
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+ import librosa
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+ import librosa.display
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+
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+ fig = plt.figure(figsize=(14, 5))
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+ librosa.display.waveshow(effected, sr=sample_rate)
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+ st.pyplot(fig)
requirements.txt CHANGED
@@ -1,4 +1,5 @@
1
- streamlit==0.80.0
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  pysoundfile
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  pedalboard
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- librosa
 
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+ streamlit
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  pysoundfile
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  pedalboard
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+ librosa
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+ matplotlib