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Update app.py
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app.py
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@@ -123,7 +123,12 @@ def play_video(youtube_url):
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AUDIO_EXAMPLES = glob.glob('examples/*.*', recursive=True)
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YOUTUBE_EXAMPLES = ["https://www.youtube.com/watch?v=vMboypSkj3c"
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# theme = 'gradio/dracula_revamped' #'Insuz/Mocha' #gr.themes.Soft()
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# with gr.Blocks(theme=theme) as demo:
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@@ -157,9 +162,18 @@ with gr.Blocks(theme=theme, css=css) as demo:
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gr.Markdown(
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"""
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## 🎶YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
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#### Caution:
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- Currently running on CPU, and it takes longer than 3 minutes for a 30-second input.
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- For acadmic reproduction purpose, we strongly recommend to use
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### [Paper](https://arxiv.org/abs/2407.04822) [Code](https://github.com/mimbres/YourMT3)
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""")
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AUDIO_EXAMPLES = glob.glob('examples/*.*', recursive=True)
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YOUTUBE_EXAMPLES = ["https://www.youtube.com/watch?v=vMboypSkj3c",
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"https://youtu.be/OXXRoa1U6xU?si=nhJ6lzGenCmk4P7R",
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"https://youtu.be/EOJ0wH6h3rE?si=a99k6BnSajvNmXcn",
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"https://youtu.be/7mjQooXt28o?si=qqmMxCxwqBlLPDI2",
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"https://youtu.be/bnS-HK_lTHA?si=PQLVAab3QHMbv0S3https://youtu.be/zJB0nnOc7bM?si=EA1DN8nHWJcpQWp_",
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"https://youtu.be/mIWYTg55h10?si=WkbtKfL6NlNquvT8"]
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# theme = 'gradio/dracula_revamped' #'Insuz/Mocha' #gr.themes.Soft()
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# with gr.Blocks(theme=theme) as demo:
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gr.Markdown(
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"""
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## 🎶YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
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### Model card:
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- Model name: `YPTF.MoE+Multi`
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- Encoder backbone: Perceiver-TF + Mixture of Experts (2/8)
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- Decoder backbone: Multi-channel T5-small
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- Tokenizer: MT3 tokens with Singing extension
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- Dataset: YourMT3 dataset
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- Augmentation strategy: Intra-/Cross dataset stem augment, No Pitch-shifting
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- FP Precision: BF16-mixed for training, FP16 for inference
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#### Caution:
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- Currently running on CPU, and it takes longer than 3 minutes for a 30-second input.
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- For acadmic reproduction purpose, we strongly recommend to use [Colab Demo](https://colab.research.google.com/drive/1AgOVEBfZknDkjmSRA7leoa81a2vrnhBG?usp=sharing) with multiple checkpoints.
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### [Paper](https://arxiv.org/abs/2407.04822) [Code](https://github.com/mimbres/YourMT3)
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""")
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