# Creates line annotations in annotations/lines/*.csv from word annotations in # annotations/words/*.csv. import csv import os import glob for fp in glob.glob(os.path.join("annotations", "words", "*.csv")): song_name = os.path.splitext(os.path.basename(fp))[0] # Read word timings with open(fp) as f: word_timings = list(csv.DictReader(f, delimiter=",")) # Read word list word_list_path = os.path.join("lyrics", song_name + ".words.txt") if not os.path.exists(word_list_path): raise FileNotFoundError( f"Couldn't find word list file at {word_list_path}. Did you " "forget to generate it beforehand?" ) with open(word_list_path) as f: words = f.read().splitlines() # Create line-by-line annotations assert len(word_timings) == len( words ), f"Found {len(word_timings)} timings in {fp} but {len(words)} words in {word_list_path}" annotations_by_line = [] curr_line = {} for timing, word in zip(word_timings, words): # Potentially start new line if "start_time" not in curr_line.keys(): assert len(curr_line.keys()) == 0 curr_line["start_time"] = timing["word_start"] # Add current word to line text curr_line["lyrics_line"] = ( word if "lyrics_line" not in curr_line.keys() else curr_line["lyrics_line"] + " " + word ) # Potentially end current line if timing["line_end"] != "nan": curr_line["end_time"] = float(timing["line_end"]) annotations_by_line.append(curr_line) curr_line = {} # Write to line CSV line_output_dir = os.path.join("annotations", "lines") os.makedirs(line_output_dir, exist_ok=True) line_output_path = os.path.join(line_output_dir, song_name + ".csv") with open(line_output_path, "w") as out_file: out_file.write("start_time,end_time,lyrics_line\n") for line in annotations_by_line: out_file.write(f"{str(line['start_time'])},{line['end_time']},{line['lyrics_line']}\n") print("Finished converting annotations!")