https://github.com/cuc-zihang-liu/audioevaluation
多种音频评估方法复现
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.3%) to scientific vocabulary
Keywords
Repository
多种音频评估方法复现
Basic Info
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
- AudioLDM:
- CLAPScore: CLAP (Contrastive Language-Audio Pretraining)
- CLIPScore: CLIP (Contrastive Language-Image Pretraining)
- Frchet Audio Distance (FAD): VGGish
- LPIPS (Learned Perceptual Image Patch Similarity):
- ReWaS (Read, Watch and Scream!): (Energy MAE)CLAP Score(AV-align Score)
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AudioLDM-training-finetuning-main/ # AudioLDM
CLAPScore_for_LASS-main/ # CLAPScore
CLIPScore-main/ # CLIPScore
FAD_fadtk-main/ # Frchet Audio Distance (FAD)
LPIPS/ # LPIPS
ReWaS/ # ReWaS
README.md #
Python
requirements.txt pyproject.toml
** 1 pip ( CLIPScore-main )**
bash
cd CLIPScore-main/
python -m venv venv
source venv/bin/activate # on Windows use `venv\Scripts\activate`
pip install -r requirements.txt
** 2 poetry ( FAD_fadtk-main )**
bash
cd FAD_fadtk-main/
pip install poetry
poetry install
README.md
AudioLDM
AudioLDM
- *: bash_train.sh
- *: bash_eval.sh
- ****: audioldm_train/infer.py
CLAPScore
- ****:
CLAPScore_for_LASS-main/main.py
CLIPScore
- ****:
CLIPScore-main/clipscore.py - ****:
example/flickr8k_example/
Frchet Audio Distance (FAD)
FAD_fadtk-main fadtk
- ****: python -m fadtk --gt-path /path/to/real_audio --test-path /path/to/generated_audio
LPIPS
LPIPS
- *: lpips_2imgs.py
- *: lpips_2dirs.py
ReWaS
- ****:
test.py - ****:
evaluation/eval_MAE.py:clap_score.py: CLAPav_align_score.py:
- AudioLDM: https://github.com/haoheliu/AudioLDM
- CLAP: https://github.com/LAION-AI/CLAP
- CLIPScore: https://github.com/jmhessel/clipscore
- fadtk (FAD): https://github.com/google-research/fadtk
- LPIPS: https://github.com/richzhang/PerceptualSimilarity
- ReWaS: https://github.com/naver-ai/rewas
Owner
- Name: 刘子航
- Login: CUC-ZIHANG-LIU
- Kind: user
- Company: 中国传媒大学
- Repositories: 1
- Profile: https://github.com/CUC-ZIHANG-LIU
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