""" Script to translate given single english audio file to corresponding hindi text Usage : python s2t_en2hi.py """ import sys import os import subprocess # TODO better argument handling hi_wav = sys.argv[1] en2hi_model_checkpoint = sys.argv[2] os.system(f"cp {hi_wav} ./MUSTC_ROOT/en-hi/data/tst-COMMON/wav/test.wav") print("------Starting data prepration...") subprocess.run(["python", "prep_mustc_data_hindi_single.py", "--data-root", "MUSTC_ROOT/", "--task", "st", "--vocab-type", "unigram", "--vocab-size", "8000"], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL) print("------Performing translation...") translation_result = subprocess.run(["fairseq-generate", "./MUSTC_ROOT/en-hi/", "--config-yaml", "config_st.yaml", "--gen-subset", "tst-COMMON_st", "--task", "speech_to_text", "--path", sys.argv[2], "--max-tokens", "50000", "--beam", "5", "--scoring", "sacrebleu"], capture_output=True, text=True) translation_result_text = translation_result.stdout print(translation_result.std) lines = translation_result_text.split("\n") print("\n\n------Translation results are:") for i in lines: if (i.startswith("D-0")): print(i.split("\t")[2]) break os.system("rm ./MUSTC_ROOT/en-hi/data/tst-COMMON/wav/test.wav")