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from dataclasses import dataclass
# These classes are for user facing column names, to avoid having to change them
# all around the code when a modif is needed
@dataclass
class ColumnContent:
name: str
type: str
def fields(raw_class):
return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"]
@dataclass(frozen=True)
class PhonemeEvalColumn: # Phoneme evals column
model = ColumnContent("Model", "markdown")
avg_per = ColumnContent("Average PER ⬇️", "number")
avg_duration = ColumnContent("Avg Duration (s)", "number")
per_phoneme_asr = ColumnContent("PER phoneme_asr", "number")
per_kids_phoneme_md = ColumnContent("PER kids_phoneme_md", "number")
def make_clickable_model(model_name):
model_name_list = model_name.split("/")
if model_name_list[0] == "local":
link = "#" # Local models don't have external links
elif model_name_list[0] == "facebook":
link = f"https://huggingface.co/{model_name}"
elif model_name_list[0] == "openai":
link = "https://openai.com/"
elif model_name_list[0] == "HuBERT-Base":
link = "https://huggingface.co/facebook/hubert-base-ls960"
elif model_name_list[0] == "HuBERT-fine-tuned":
link = "https://huggingface.co/tecasoftai/hubert-finetune"
elif model_name_list[0] == "Timit":
link = "https://huggingface.co/vitouphy/wav2vec2-xls-r-300m-timit-phoneme"
elif model_name_list[0] == "Whisper":
link = "https://huggingface.co/openai/whisper-base"
elif model_name_list[0] == "WavLM":
link = "https://huggingface.co/speech31/wavlm-large-english-phoneme"
elif model_name_list[0] == "LJSpeech Gruut":
link = "https://huggingface.co/bookbot/wav2vec2-ljspeech-gruut"
else:
link = f"https://huggingface.co/{model_name}"
return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>'
def styled_error(error):
return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>"
def styled_warning(warn):
return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>"
def styled_message(message):
return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>"
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