git clone https://github.com/malaysia-ai/X-Codec-2.0-25TPS-24k
cd X-Codec-2.0-25TPS-24k
Load the model,
from modeling_xcodec2 import XCodec2Model
model = XCodec2Model.from_pretrained("malaysia-ai/xcodec2-25TPS-24k")
Encode,
import librosa
y, sr = librosa.load('259041.mp3', sr = 16000)
wav_tensor = torch.from_numpy(y).float().unsqueeze(0)
codes = model.encode_code(wav_tensor)
Decode,
import IPython.display as ipd
ipd.Audio(model.decode_code(codes)[0, 0].cpu(), rate = 24000)
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xcodec2-25TPS-24k is an open source model from GitHub that offers a free installation service, and any user can find xcodec2-25TPS-24k on GitHub to install. At the same time, huggingface.co provides the effect of xcodec2-25TPS-24k install, users can directly use xcodec2-25TPS-24k installed effect in huggingface.co for debugging and trial. It also supports api for free installation.