ECodec-6cb-44100-21.5hz

import torch
import torchaudio
from ecodec import ECodec

codec = ECodec.load("ecodec.pth", device="cuda")

# Загрузка аудио (44100 Hz)
audio, sr = torchaudio.load("audio.wav")
if sr != 44100:
    audio = torchaudio.functional.resample(audio, sr, 44100)
audio = audio.unsqueeze(0)  # (1, 1, T)

# Кодирование → дискретные коды
codes, _ = codec.encode(audio)  # (1, 6, T')

# Декодирование → аудио
recon = codec.decode(codes)  # (1, 1, T)