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lyuxiang.lx
2026-01-29 10:29:22 +00:00
parent f26cde56df
commit 84e41729ea
4 changed files with 20 additions and 13 deletions
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8
cosyvoice/utils/onnx.py
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@@ -1,11 +1,7 @@
import onnxruntime
import torch, random
from torch import nn
import os
import whisper
import numpy as np
import torchaudio.compliance.kaldi as kaldi
import torch.nn.functional as F
class SpeechTokenExtractor():
@@ -18,13 +14,13 @@ class SpeechTokenExtractor():
sess_options=option,
providers=[("CUDAExecutionProvider", {'device_id': self.local_rank})])
def inference(self, feat, feat_lengths):
def inference(self, feat, feat_lengths, device):
speech_token = self.speech_tokenizer_session.run(None,
{self.speech_tokenizer_session.get_inputs()[0].name:
feat.transpose(1, 2).detach().cpu().numpy(),
self.speech_tokenizer_session.get_inputs()[1].name:
feat_lengths.detach().cpu().numpy()})[0]
return torch.tensor(speech_token).to(feat), (feat_lengths / 4).to(torch.int32).to(feat.device)
return torch.tensor(speech_token).to(torch.int32).to(device), (feat_lengths / 4).to(torch.int32).to(device)
class EmbeddingExtractor():