Total runs:
92.2K
Run Growth:
50.4K
Growth Rate:
54.62%
Sponsored by
APIMart
mispeech / dasheng-denoiser
Model's Last Updated: April 21 2026
audio-to-audio
Introduction of dasheng-denoiser
Model Details of dasheng-denoiser
Dasheng Denoiser
Official PyTorch inference code for the Interspeech 2025 paper:
Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
Installation and Usage
uv pip install transformers torch torchaudio einops
import torch
import torchaudio
from transformers import AutoModel
model = AutoModel.from_pretrained("mispeech/dasheng-denoiser", trust_remote_code=True)
model.eval()
# Load audio file (only 16kHz supported!)
audio, sr = torchaudio.load("path/to/audio.wav")
with torch.no_grad(), torch.autocast(device_type='cuda'):
enhanced = model(audio)
torchaudio.save("enhanced_audio.wav", enhanced, sr)
Acknowledgements
We referred to Dasheng and Vocos to implement this.
Citation
@inproceedings{xingwei2025dashengdenoiser,
title={Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders},
author={Xingwei Sun, Heinrich Dinkel, Yadong Niu, Linzhang Wang, Junbo Zhang, Jian Luan},
booktitle={Interspeech 2025},
year={2025}
}
Runs of mispeech dasheng-denoiser on huggingface.co
59
Total runs
-4
24-hour runs
-23
3-day runs
-127
7-day runs
-709
30-day runs
More Information About dasheng-denoiser huggingface.co Model
Url of dasheng-denoiser
dasheng-denoiser huggingface.co Url
Provider of dasheng-denoiser huggingface.co
Other API from mispeech
Updated:March 17 2026
Total runs:
37.3K
Run Growth:
8.3K
Growth Rate:
22.22%
Total runs:
762
Run Growth:
-572
Growth Rate:
-75.07%
Total runs:
704
Run Growth:
464
Growth Rate:
65.91%
Total runs:
573
Run Growth:
74
Growth Rate:
12.91%
Total runs:
551
Run Growth:
-314
Growth Rate:
-56.99%
Total runs:
423
Run Growth:
366
Growth Rate:
86.52%
Total runs:
279
Run Growth:
175
Growth Rate:
62.72%
Total runs:
173
Run Growth:
-656
Growth Rate:
-379.19%
Total runs:
126
Run Growth:
117
Growth Rate:
92.86%
Total runs:
115
Run Growth:
-50
Growth Rate:
-43.48%
Total runs:
99
Run Growth:
-311
Growth Rate:
-314.14%
Total runs:
57
Run Growth:
57
Growth Rate:
100.00%
Total runs:
47
Run Growth:
-28
Growth Rate:
-59.57%
Total runs:
47
Run Growth:
2
Growth Rate:
4.26%
Total runs:
41
Run Growth:
-104
Growth Rate:
-253.66%
Total runs:
19
Run Growth:
6
Growth Rate:
31.58%
Total runs:
10
Run Growth:
-2
Growth Rate:
-20.00%
Total runs:
10
Run Growth:
10
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-1
Growth Rate:
-100.00%