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update demos
Browse files- app.py +16 -2
- app_batched.py +14 -3
- hf_loading.py +1 -4
app.py
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@@ -66,6 +66,16 @@ with gr.Blocks() as demo:
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1. Melody -- a music generation model capable of generating music condition on text and melody inputs. **Note**, you can also use text only.
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2. Small -- a 300M transformer decoder conditioned on text only.
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3. Medium -- a 1.5B transformer decoder conditioned on text only.
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See [github.com/facebookresearch/audiocraft](https://github.com/facebookresearch/audiocraft)
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for more details.
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@@ -79,7 +89,7 @@ with gr.Blocks() as demo:
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with gr.Row():
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submit = gr.Button("Submit")
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with gr.Row():
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model = gr.Radio(["melody", "medium", "small"], label="Model", value="melody", interactive=True)
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with gr.Row():
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duration = gr.Slider(minimum=1, maximum=30, value=10, label="Duration", interactive=True)
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with gr.Row():
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@@ -107,7 +117,11 @@ with gr.Blocks() as demo:
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"a light and cheerly EDM track, with syncopated drums, aery pads, and strong emotions",
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"./assets/bach.mp3",
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"melody"
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]
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],
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inputs=[text, melody, model],
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outputs=[output]
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1. Melody -- a music generation model capable of generating music condition on text and melody inputs. **Note**, you can also use text only.
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2. Small -- a 300M transformer decoder conditioned on text only.
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3. Medium -- a 1.5B transformer decoder conditioned on text only.
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4. Large -- a 3.3B transformer decoder conditioned on text only (might OOM for the longest sequences.)
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When the optional melody conditioning wav is provided, the model will extract
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a broad melody and try to follow it in the generated samples.
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For skipping queue, you can duplicate this space, and upgrade to GPU in the settings.
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<br/>
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<a href="https://huggingface.co/spaces/musicgen/MusicGen?duplicate=true">
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<img style="margin-top: 0em; margin-bottom: 0em" src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a>
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</p>
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See [github.com/facebookresearch/audiocraft](https://github.com/facebookresearch/audiocraft)
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for more details.
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with gr.Row():
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submit = gr.Button("Submit")
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with gr.Row():
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model = gr.Radio(["melody", "medium", "small", "large"], label="Model", value="melody", interactive=True)
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with gr.Row():
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duration = gr.Slider(minimum=1, maximum=30, value=10, label="Duration", interactive=True)
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with gr.Row():
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"a light and cheerly EDM track, with syncopated drums, aery pads, and strong emotions",
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"./assets/bach.mp3",
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"melody"
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],
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[
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"lofi slow bpm electro chill with organic samples",
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"medium",
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],
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],
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inputs=[text, melody, model],
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outputs=[output]
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app_batched.py
CHANGED
@@ -71,8 +71,15 @@ with gr.Blocks() as demo:
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presented at: "Simple and Controllable Music Generation".
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Enter the description of the music you want and an optional audio used for melody conditioning.
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See [github.com/facebookresearch/audiocraft](https://github.com/facebookresearch/audiocraft)
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for more details.
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None,
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],
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[
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"a light and cheerly EDM track, with syncopated drums, aery pads, and strong emotions",
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"./assets/bach.mp3",
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]
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],
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inputs=[text, melody],
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outputs=[output]
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presented at: "Simple and Controllable Music Generation".
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Enter the description of the music you want and an optional audio used for melody conditioning.
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The model will extract the broad melody from the uploaded wav if provided.
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This will generate a 12s extract with the `melody` model.
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For generating longer sequences (up to 30 seconds) and skipping queue, you can duplicate
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to full demo space, which contains more control and upgrade to GPU in the settings.
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<br/>
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<a href="https://huggingface.co/spaces/musicgen/MusicGen?duplicate=true">
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<img style="margin-top: 0em; margin-bottom: 0em" src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a>
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</p>
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See [github.com/facebookresearch/audiocraft](https://github.com/facebookresearch/audiocraft)
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for more details.
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None,
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],
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[
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"a light and cheerly EDM track, with syncopated drums, aery pads, and strong emotions bpm: 130",
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"./assets/bach.mp3",
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]
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[
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"lofi slow bpm electro chill with organic samples",
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None,
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],
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],
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inputs=[text, melody],
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outputs=[output]
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hf_loading.py
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"""Utility for loading the models from HF."""
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import os
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from pathlib import Path
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import typing as tp
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from omegaconf import OmegaConf
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from huggingface_hub import hf_hub_download
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import torch
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from audiocraft.models import builders, MusicGen
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@@ -16,8 +15,6 @@ MODEL_CHECKPOINTS_MAP = {
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"melody": "facebook/musicgen-melody",
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}
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login(os.environ['ACCESS_TOKEN'])
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def _get_state_dict(file_or_url: tp.Union[Path, str],
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filename="state_dict.bin", device='cpu'):
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"""Utility for loading the models from HF."""
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from pathlib import Path
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import typing as tp
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from omegaconf import OmegaConf
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from huggingface_hub import hf_hub_download
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import torch
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from audiocraft.models import builders, MusicGen
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"melody": "facebook/musicgen-melody",
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}
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def _get_state_dict(file_or_url: tp.Union[Path, str],
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filename="state_dict.bin", device='cpu'):
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