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TashaSkyUp-EternalKernelPyt…/AVF/audio_nodes.py
T
2024-11-11 18:27:04 -07:00

341 lines
10 KiB
Python

# audio_module.py
from .common import ETK_AVF_base, duplicate_file, run_ffmpeg_command
@ETK_AVF_base
class AudioFolderProvider:
"""
Given a folder path, creates the folder or empties it entirely returns the folder path as
a string but as the node type "AUDIOFOLDER"
"""
@classmethod
def INPUT_TYPES(cls):
ret = {
"required": {
"folder_path": ("STRING", {"default": ""}),
"clear_folder": ("BOOLEAN", {"default": True}),
},
"optional": {
"activator:": ("*", {"default": None})
}
}
return ret
RETURN_TYPES = ("AUDIOFOLDER",)
FUNCTION = "audio_folder_provider"
def audio_folder_provider(self, **kwargs):
import shutil
import os
# check if the folder_path is none
if kwargs["folder_path"] is None:
raise ValueError("folder_path must be specified")
# set folder exists flag by using the os.path.exists function
folder_exists = os.path.exists(kwargs["folder_path"])
if not folder_exists:
os.makedirs(kwargs["folder_path"])
folder_exists = True
# set files in folder flag by using the os.listdir function
files_in_folder = os.listdir(kwargs["folder_path"])
# set accessible flag by using the os.access function
accessible = os.access(kwargs["folder_path"], os.W_OK)
if not accessible:
raise ValueError("Folder for audio files is not accessible")
if kwargs["clear_folder"]:
# if the folder exists, delete all files in the folder
if folder_exists:
for file in files_in_folder:
# use shutil to remove the file
fl = os.path.join(kwargs["folder_path"], file)
if os.path.isfile(fl):
os.remove(fl)
# use shutil to remove the entire path
check_this_path = file
if len(check_this_path) > 3:
shutil.rmtree(check_this_path, ignore_errors=True)
else:
raise ValueError("Folder path is too short")
return (kwargs["folder_path"],)
@ETK_AVF_base
class DictToComfyAudio:
"""
Given a dictionary, creates a comfy audio node
"""
@classmethod
def INPUT_TYPES(cls):
ret = {"required": {"dict": ("DICT", {"default": {}})}}
return ret
RETURN_TYPES = ("AUDIO",)
FUNCTION = "dict_to_comfy_audio"
def dict_to_comfy_audio(self, **kwargs):
return (kwargs["dict"],)
@ETK_AVF_base
class LoadAudioFromServer:
"""
Given a path on the server loads the audio file from the server and returns it as an AUDIO node
"""
@classmethod
def INPUT_TYPES(cls):
ret = {"required": {"server_path": ("STRING", {"default": ""})}}
return ret
RETURN_TYPES = ("AUDIO",)
FUNCTION = "load_audio_from_server"
def load_audio_from_server(self, **kwargs):
file_on_server = kwargs["server_path"]
from comfy_extras.nodes_audio import LoadAudio
f = LoadAudio().load
r = f(file_on_server)[0]
return (r,)
@ETK_AVF_base
class AudioDefinitionProvider:
"""
Given a AUDIOFOLDER node, and inputs for sample rate, and channels, creates a AUDIOFOLDERDEF variable
"""
@classmethod
def INPUT_TYPES(cls):
ret = {
"required": {
"audio_folder": ("AUDIOFOLDER", {"default": None}),
"sample rate": ("INT", {"default": 44100}),
"channels": ("INT", {"default": 2}),
"audio format": (["WAV", "MP3"], {"default": "WAV"}),
},
}
return ret
RETURN_TYPES = ("AUDIO_FOLDER_DEF",)
FUNCTION = "audio_definition_provider"
def get_num_audio_files_that_match(self, audio_folder):
audio_files = self.get_all_audio_files(audio_folder)
return len(audio_files)
def get_all_audio_files(self, audio_folder):
import os
audio_files = os.listdir(audio_folder)
audio_files = sorted([os.path.join(audio_folder, x) for x in audio_files if "audio_" in x])
return audio_files
def audio_definition_provider(self, **kwargs):
from addict import Dict as adict
import os
ret = adict()
ret["audio_folder"] = kwargs["audio_folder"]
ret["sample rate"] = kwargs.get("sample rate") or kwargs.get("sample_rate")
ret["audio format"] = kwargs.get("audio format") or kwargs.get("audio_format")
ret["channels"] = kwargs.get("channels")
# a function that gets the frame count from the disk
ret.get_file_count = lambda: self.get_num_audio_files_that_match(ret["audio_folder"])
# a function that gets the next file name and full path dont forget to zfill
ret.get_next_file_name = lambda: f"{ret['audio_folder']}{os.sep}audio_{str(ret.get_file_count()).zfill(10)}.{ret['audio format'].lower()}"
ret.get_last_file_name = lambda: f"{ret['audio_folder']}{os.sep}audio_{str(ret.get_file_count() - 1).zfill(10)}.{ret['audio format'].lower()}"
ret.get_all_audio_files = lambda: self.get_all_audio_files(ret["audio_folder"])
return (ret,)
@ETK_AVF_base
class AddAudioToAudioFolder:
"""
Given a AUDIO_FOLDER_DEF node, and a list of audio files, adds the audio files to the audio folder
"""
@classmethod
def INPUT_TYPES(cls):
ret = {
"required": {
"audio_folder_def": ("AUDIO_FOLDER_DEF", {"default": None}),
"AUDIO": ("LIST", {"default": None}),
"delete after": ("BOOLEAN", {"default": False}),
},
}
return ret
RETURN_TYPES = ("AUDIO_FOLDER_DEF",)
FUNCTION = "add_audio_to_audio_folder"
def add_audio_to_audio_folder(self, **kwargs):
import os
audio_folder_def = kwargs["audio_folder_def"]
audio_files = kwargs["AUDIO"]
delete = kwargs["delete after"]
for audio_file in audio_files:
# use ffmpeg_exe to convert the audio file to the correct format which is audio_folder_def["audio format"]
# use the audio_folder_def["audio format"] to determine the output file name
# use the audio_folder_def["audio folder"] to determine the output folder
# use the audio_folder_def["sample rate"] to determine the sample rate
# use the audio_folder_def["channels"] to determine the number of channels
# get the output file name
output_file_name = audio_folder_def.get_next_file_name()
input_file_name = audio_file
CMD_AS_LIST = [
"-y",
"-i",
input_file_name,
"-ar",
str(audio_folder_def['sample rate']),
"-ac",
str(audio_folder_def['channels']),
output_file_name
]
run_ffmpeg_command(CMD_AS_LIST)
if delete:
os.remove(input_file_name)
return (audio_folder_def,)
@ETK_AVF_base
class AddSilenceToAudioFolder:
"""Create and add a new audio file that is silence for the specified duration"""
@classmethod
def INPUT_TYPES(cls):
ret = {
"required": {
"audio_folder_def": ("AUDIO_FOLDER_DEF", {"default": None}),
"duration": ("FLOAT", {"default": 1.0}),
},
}
return ret
RETURN_TYPES = ("AUDIO_FOLDER_DEF",)
FUNCTION = "add_silence_to_audio_folder"
def add_silence_to_audio_folder(self, **kwargs):
audio_folder_def = kwargs["audio_folder_def"]
duration = kwargs["duration"]
# get the output file name
output_file_name = audio_folder_def.get_next_file_name()
sample_rate = audio_folder_def["sample rate"]
channels = audio_folder_def["channels"]
fmt = audio_folder_def["audio format"]
# create the silence audio file
if fmt == "WAV":
fmt_part = "pcm_s16le"
elif fmt == "MP3":
fmt_part = "mp3"
else:
fmt_part = "pcm_s16le"
# Create the FFmpeg command for generating silence
CMD_AS_LIST = [
"-f",
"lavfi",
"-i",
f"aevalsrc=0:sample_rate={sample_rate}:channel_layout={channels},atrim=0:{duration}",
"-c:a",
fmt_part,
output_file_name
]
run_ffmpeg_command(CMD_AS_LIST)
return (audio_folder_def,)
@ETK_AVF_base
class GetAudioFilesLengthsFromAudioFolder:
"""Get the lengths of all audio files in a given audio folder"""
@classmethod
def INPUT_TYPES(cls):
return {"required": {"audio_folder_def": ("AUDIO_FOLDER_DEF", {"default": None})}}
RETURN_TYPES = ("AUDIO_FOLDER_DEF", "LIST",)
RETURN_NAMES = ("audio_folder_def", "[lens(seconds)]",)
FUNCTION = "get_audio_files_lengths"
def get_audio_files_lengths(self, audio_folder_def):
import os
import torchaudio
audio_folder = audio_folder_def["audio_folder"]
audio_files = os.listdir(audio_folder)
audio_files_lengths = []
for audio_file in audio_files:
if audio_file[-3:].lower() not in ["wav", "mp3"]:
continue
audio_path = os.path.join(audio_folder, audio_file)
waveform, sample_rate = torchaudio.load(audio_path)
duration = waveform.shape[1] / sample_rate
audio_files_lengths.append(duration)
return (audio_folder_def, audio_files_lengths,)
@ETK_AVF_base
class AudioFolderRenderAudio:
"""Joins all the audio files"""
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"audio_folder_def": ("AUDIO_FOLDER_DEF", {"default": None}),
"output_path": ("STRING", {"multiline": False, "default": ""}),
}
}
RETURN_TYPES = ("STRING",)
RETURN_NAMES = ("output_path",)
FUNCTION = "join_audio_files"
CATEGORY = "ETK/audio"
def join_audio_files(self, **kwargs):
import librosa
import copy
import soundfile as sf
import numpy as np
audio_folder_def = kwargs['audio_folder_def']
kwargs = copy.deepcopy(kwargs)
paths = audio_folder_def.get_all_audio_files()
output_path = kwargs['output_path']
# Read the first file to get metadata
audio_data_list = []
for path in paths:
audio_data, sr = librosa.load(path, sr=None)
audio_data_list.append(audio_data)
# Concatenate all audio data
joined_audio_data = np.concatenate(audio_data_list)
# TODO: need to implement writing in the correct format
# Save the concatenated audio
sf.write(output_path, joined_audio_data, sr)
return (output_path,)