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app.py
CHANGED
@@ -557,7 +557,7 @@ def summarize_text(
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summary = pegasus_tokenizer.decode( pegasus_model.generate(
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pegasus_tokenizer(text,return_tensors="pt").input_ids,
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max_length=max_length,
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-
num_beams =
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early_stopping=True
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)[0], skip_special_tokens=True)
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log(f'RET summarize_text with summary as {summary}')
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@@ -631,6 +631,7 @@ def handle_generation(artist,song,genre,lyrics):
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pos_lyrics = re.sub(f'[{punctuation}]', '', re.sub("([ \t\n]){1,}", " ", lyrics)).lower().strip()
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pos_lyrics_sum = pos_lyrics if pos_lyrics == "" else summarize_text(pos_lyrics)
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neg = f"Sexual, Textual, Labeled, Distorted, Discontinuous, Blurry, Doll-Like, Overly-Plastic, Low-Quality, Painted, Smoothed, Artificial, Phony, Gaudy, Digital Effects."
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q = "\""
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pos = f'Photorealistic, Hyperrealistic, Realistic Photography, High-Quality Photography, Natural, made for the { pos_genre } song "{ pos_song }"{ pos_lyrics_sum if pos_lyrics_sum == "" else ": " + q + pos_lyrics_sum + q }.'
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@@ -646,7 +647,8 @@ def handle_generation(artist,song,genre,lyrics):
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index = 1
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names = []
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for img in imgs:
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-
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name = f'{artist} - {song} ({index}).png'
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labeled_img.save(name)
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names.append(name)
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summary = pegasus_tokenizer.decode( pegasus_model.generate(
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pegasus_tokenizer(text,return_tensors="pt").input_ids,
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max_length=max_length,
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+
num_beams = 4,
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early_stopping=True
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)[0], skip_special_tokens=True)
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log(f'RET summarize_text with summary as {summary}')
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pos_lyrics = re.sub(f'[{punctuation}]', '', re.sub("([ \t\n]){1,}", " ", lyrics)).lower().strip()
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pos_lyrics_sum = pos_lyrics if pos_lyrics == "" else summarize_text(pos_lyrics)
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+
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neg = f"Sexual, Textual, Labeled, Distorted, Discontinuous, Blurry, Doll-Like, Overly-Plastic, Low-Quality, Painted, Smoothed, Artificial, Phony, Gaudy, Digital Effects."
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q = "\""
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pos = f'Photorealistic, Hyperrealistic, Realistic Photography, High-Quality Photography, Natural, made for the { pos_genre } song "{ pos_song }"{ pos_lyrics_sum if pos_lyrics_sum == "" else ": " + q + pos_lyrics_sum + q }.'
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index = 1
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names = []
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for img in imgs:
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scaled_by = 2
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labeled_img = add_song_cover_text(img,artist,song,height*scaled_by,width*scaled_by)
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name = f'{artist} - {song} ({index}).png'
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labeled_img.save(name)
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names.append(name)
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