import streamlit as st import langcodes from allosaurus.app import read_recognizer from pathlib import Path def get_path_to_wav_format(uploaded_file): # st.write(dir(uploaded_file)) # st.write(type(uploaded_file)) # st.write(uploaded_file) uploaded_bytes = uploaded_file.getvalue() actual_file_path = Path(uploaded_file.name) actual_file_path.write_bytes(uploaded_bytes) if ".wav" in uploaded_file.name: return Path(uploaded_file.name) if ".mp3" in uploaded_file.name: new_desired_path = actual_file_path.with_suffix(".wav") waveform, sample_rate = torchaudio.load(actual_file_path) st.info(waveform, sample_rate) torchaudio.save(new_desired_path, waveform, sample_rate) return new_desired_path def get_langcode_for_allosaurus(input_code, model): langcode = "ipa" # the default allosaurus recognizer description = "the default universal setting, not specific to any language" if not input_code: return langcode, description try: lang = langcodes.get(input_code) alpha3 = lang.to_alpha3() if model.is_available(alpha3 ): # https://github.com/xinjli/allosaurus/blob/f5aa296dc97a90e3035f6cc0fd281cfb64536228/allosaurus/app.py#L57 langcode = alpha3 description = lang.display_name() st.info(f"{langcode} is supported by Allosaurus}") else: # st.info(f"Could not find supported language for {input_code}") st.error(f"Allosaurus doesn't recognize the language code {langcode}}. Perhaps try looking for [alternate codes](https://huggingface.co/spaces/cdleong/langcode-search). Or possibly it's just that there's no support for that particular language code. Proceeding with default setting") except langcodes.LanguageTagError as e: st.error(f"langcodes library could not find a 3-letter ISO code for {input_code}. It may not be a valid code, try searching for [alternate codes](https://huggingface.co/spaces/cdleong/langcode-search). Proceeding with default setting" return langcode, description if __name__ == "__main__": input_code = st.text_input("(optional) 2 or 3-letter ISO code for input language. 2-letter codes will be converted to 3-letter codes", max_chars=3) model = read_recognizer() langcode, description = get_langcode_for_allosaurus(input_code) st.write(f"Instructing Allosaurus to recognize using language {langcode}. That is, {description}") uploaded_files = st.file_uploader("Choose a file", type=[ ".wav", # ".mp3", # TODO: convert .mp3 to .wav and save ], accept_multiple_files=True, ) for uploaded_file in uploaded_files: if uploaded_file is not None: st.audio(uploaded_file, format='audio/wav') wav_file = get_path_to_wav_format(uploaded_file) st.write(wav_file) result = model.recognize(wav_file, langcode) st.write(result)