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Update app.py
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app.py
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@@ -136,8 +136,8 @@ YOUTUBE_EXAMPLES = ["https://www.youtube.com/watch?v=vMboypSkj3c",
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"https://youtu.be/mIWYTg55h10?si=WkbtKfL6NlNquvT8"]
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theme = gr.Theme.from_hub("gradio/dracula_revamped")
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theme.text_md = '
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theme.text_lg = '
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theme.body_background_fill_dark = '#060a1c' #'#372037'# '#a17ba5' #'#73d3ac'
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theme.border_color_primary_dark = '#45507328'
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@@ -168,7 +168,7 @@ with gr.Blocks(theme=theme, css=css) as demo:
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gr.Markdown(
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f"""
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## 🎶YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
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-
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- Model name: `{model_name}`
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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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@@ -177,7 +177,7 @@ with gr.Blocks(theme=theme, css=css) as demo:
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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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-
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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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<div style="display: inline-block;">
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"https://youtu.be/mIWYTg55h10?si=WkbtKfL6NlNquvT8"]
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theme = gr.Theme.from_hub("gradio/dracula_revamped")
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theme.text_md = '10px'
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theme.text_lg = '12px'
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theme.body_background_fill_dark = '#060a1c' #'#372037'# '#a17ba5' #'#73d3ac'
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theme.border_color_primary_dark = '#45507328'
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gr.Markdown(
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f"""
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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: `{model_name}`
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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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- 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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- 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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<div style="display: inline-block;">
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