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ABOUT_INFO = "Polish ASR leaderboard by [AMU-CAI team](https://huggingface.co/amu-cai) aims to provide comprehensive overview of performance of ASR/STT systems for Polish. <br>\ | |
The leaderboard currently supports [BIGOS V2](https://huggingface.co/datasets/amu-cai/pl-asr-bigos-v2) and [PELCRA for BIGOS](https://huggingface.co/datasets/pelcra/pl-asr-pelcra-for-bigos) datasets.<br>\ | |
If you want to add your system or dataset to the leaderboard, please contact Michał Junczyk ([email protected]) or open a pull request on [GitHub](https://github.com/goodmike31/pl-asr-bigos-tools) <br>\ | |
To learn more please read blog post [here](https://huggingface.co/blog/michaljunczyk/introducing-polish-asr-leaderboard).<br> \ | |
If you use this work, please cite it as follows: <br> \ | |
```@misc{amu_cai_pl_asr_leaderboard, \ | |
author = {Michał Junczyk}, \ | |
title = {{AMU Polish ASR Leaderboard}}, \ | |
year = {2024}, \ | |
howpublished = {url{https://huggingface.co/spaces/amu-cai/pl-asr-leaderboard}}, \ | |
publisher = {Hugging Face} \ | |
}```" | |
BIGOS_INFO = "BIGOS (Benchmark Intended Grouping of Open Speech) is the collection of freely available speech datasets curated by the [AMU-CAI team](https://huggingface.co/amu-cai). \ | |
Learn more [here](https://huggingface.co/datasets/amu-cai/pl-asr-bigos-v2)" | |
PELCRA_INFO = "PELCRA for BIGOS is the subset of speech corpora created by the [PELCRA group](http://pelcra.pl/new/), curated for the BIGOS benchmark by the [AMU-CAI team](https://huggingface.co/amu-cai). \ | |
Learn more [here](https://huggingface.co/datasets/pelcra/pl-asr-pelcra-for-bigos)" | |
ANALYSIS_INFO = "Here we examine ASR accuracy depending on the system type, model size, audio duration, speaking rate and speaker charactertics (age and gender)" | |
INSPECTION_INFO = "Here you can inspect the performance of specific ASR systems on the specific audio samples" | |
COMPARISON_INFO = "Here you can compare the performance of different ASR systems on the specific datasets using metrics and visualizations of your choice." | |
asr_systems_colors_mapping = { | |
'azure': '#1f77b4', # Blue | |
'google': '#2ca02c', # Green | |
'wav2vec2': '#d62728', # Red | |
'nemo': '#9467bd', # Purple | |
'assemblyai': '#8c564b', # Brown | |
'mms': '#e377c2', # Pink | |
'google_v2': '#7f7f7f', # Gray | |
'whisper_cloud': '#bcbd22', # Olive | |
'whisper_local': '#ff7f0e', # Orange | |
# Add or override other systems and their colors | |
} |