Add AudioLDM #2232
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Add AudioLDM #2232
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The documentation is not available anymore as the PR was closed or merged. |
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Implementation matches the original ✅ Tests + clean-up TODO |
added 11 commits
February 21, 2023 13:58
sanchit-gandhi
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Feb 21, 2023
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This PR is ready for a first look! Left a few comments regarding things I was unsure about / wanted to flag
sanchit-gandhi
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Feb 21, 2023
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Swapped |
| pipe = pipe.to("cuda") | ||
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| prompt = "Techno music with a strong, upbeat tempo and high melodic riffs" | ||
| audio = pipe(prompt, num_inference_steps=10, audio_length_in_s=5.0).audios[0] |
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@sanchit-gandhi think one last fast test is failing - could you check? :-) |
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Test failures are unrelated - merging! |
w4ffl35
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Apr 14, 2023
* Add AudioLDM * up * add vocoder * start unet * unconditional unet * clap, vocoder and vae * clean-up: conversion scripts * fix: conversion script token_type_ids * clean-up: pipeline docstring * tests: from SD * clean-up: cpu offload vocoder instead of safety checker * feat: adapt tests to audioldm * feat: add docs * clean-up: amend pipeline docstrings * clean-up: make style * clean-up: make fix-copies * fix: add doc path to toctree * clean-up: args for conversion script * clean-up: paths to checkpoints * fix: use conditional unet * clean-up: make style * fix: type hints for UNet * clean-up: docstring for UNet * clean-up: make style * clean-up: remove duplicate in docstring * clean-up: make style * clean-up: make fix-copies * clean-up: move imports to start in code snippet * fix: pass cross_attention_dim as a list/tuple to unet * clean-up: make fix-copies * fix: update checkpoint path * fix: unet cross_attention_dim in tests * film embeddings -> class embeddings * Apply suggestions from code review Co-authored-by: Will Berman <wlbberman@gmail.com> * fix: unet film embed to use existing args * fix: unet tests to use existing args * fix: make style * fix: transformers import and version in init * clean-up: make style * Revert "clean-up: make style" This reverts commit 5d6d1f8. * clean-up: make style * clean-up: use pipeline tester mixin tests where poss * clean-up: skip attn slicing test * fix: add torch dtype to docs * fix: remove conversion script out of src * fix: remove .detach from 1d waveform * fix: reduce default num inf steps * fix: swap height/width -> audio_length_in_s * clean-up: make style * fix: remove nightly tests * fix: imports in conversion script * clean-up: slim-down to two slow tests * clean-up: slim-down fast tests * fix: batch consistent tests * clean-up: make style * clean-up: remove vae slicing fast test * clean-up: propagate changes to doc * fix: increase test tol to 1e-2 * clean-up: finish docs * clean-up: make style * feat: vocoder / VAE compatibility check * feat: possibly expand / cut audio waveform * fix: pipeline call signature test * fix: slow tests output len * clean-up: make style * make style --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: William Berman <WLBberman@gmail.com>
yoonseokjin
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Dec 25, 2023
* Add AudioLDM * up * add vocoder * start unet * unconditional unet * clap, vocoder and vae * clean-up: conversion scripts * fix: conversion script token_type_ids * clean-up: pipeline docstring * tests: from SD * clean-up: cpu offload vocoder instead of safety checker * feat: adapt tests to audioldm * feat: add docs * clean-up: amend pipeline docstrings * clean-up: make style * clean-up: make fix-copies * fix: add doc path to toctree * clean-up: args for conversion script * clean-up: paths to checkpoints * fix: use conditional unet * clean-up: make style * fix: type hints for UNet * clean-up: docstring for UNet * clean-up: make style * clean-up: remove duplicate in docstring * clean-up: make style * clean-up: make fix-copies * clean-up: move imports to start in code snippet * fix: pass cross_attention_dim as a list/tuple to unet * clean-up: make fix-copies * fix: update checkpoint path * fix: unet cross_attention_dim in tests * film embeddings -> class embeddings * Apply suggestions from code review Co-authored-by: Will Berman <wlbberman@gmail.com> * fix: unet film embed to use existing args * fix: unet tests to use existing args * fix: make style * fix: transformers import and version in init * clean-up: make style * Revert "clean-up: make style" This reverts commit 5d6d1f8. * clean-up: make style * clean-up: use pipeline tester mixin tests where poss * clean-up: skip attn slicing test * fix: add torch dtype to docs * fix: remove conversion script out of src * fix: remove .detach from 1d waveform * fix: reduce default num inf steps * fix: swap height/width -> audio_length_in_s * clean-up: make style * fix: remove nightly tests * fix: imports in conversion script * clean-up: slim-down to two slow tests * clean-up: slim-down fast tests * fix: batch consistent tests * clean-up: make style * clean-up: remove vae slicing fast test * clean-up: propagate changes to doc * fix: increase test tol to 1e-2 * clean-up: finish docs * clean-up: make style * feat: vocoder / VAE compatibility check * feat: possibly expand / cut audio waveform * fix: pipeline call signature test * fix: slow tests output len * clean-up: make style * make style --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: William Berman <WLBberman@gmail.com>
AmericanPresidentJimmyCarter
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Apr 26, 2024
* Add AudioLDM * up * add vocoder * start unet * unconditional unet * clap, vocoder and vae * clean-up: conversion scripts * fix: conversion script token_type_ids * clean-up: pipeline docstring * tests: from SD * clean-up: cpu offload vocoder instead of safety checker * feat: adapt tests to audioldm * feat: add docs * clean-up: amend pipeline docstrings * clean-up: make style * clean-up: make fix-copies * fix: add doc path to toctree * clean-up: args for conversion script * clean-up: paths to checkpoints * fix: use conditional unet * clean-up: make style * fix: type hints for UNet * clean-up: docstring for UNet * clean-up: make style * clean-up: remove duplicate in docstring * clean-up: make style * clean-up: make fix-copies * clean-up: move imports to start in code snippet * fix: pass cross_attention_dim as a list/tuple to unet * clean-up: make fix-copies * fix: update checkpoint path * fix: unet cross_attention_dim in tests * film embeddings -> class embeddings * Apply suggestions from code review Co-authored-by: Will Berman <wlbberman@gmail.com> * fix: unet film embed to use existing args * fix: unet tests to use existing args * fix: make style * fix: transformers import and version in init * clean-up: make style * Revert "clean-up: make style" This reverts commit 5d6d1f8. * clean-up: make style * clean-up: use pipeline tester mixin tests where poss * clean-up: skip attn slicing test * fix: add torch dtype to docs * fix: remove conversion script out of src * fix: remove .detach from 1d waveform * fix: reduce default num inf steps * fix: swap height/width -> audio_length_in_s * clean-up: make style * fix: remove nightly tests * fix: imports in conversion script * clean-up: slim-down to two slow tests * clean-up: slim-down fast tests * fix: batch consistent tests * clean-up: make style * clean-up: remove vae slicing fast test * clean-up: propagate changes to doc * fix: increase test tol to 1e-2 * clean-up: finish docs * clean-up: make style * feat: vocoder / VAE compatibility check * feat: possibly expand / cut audio waveform * fix: pipeline call signature test * fix: slow tests output len * clean-up: make style * make style --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: William Berman <WLBberman@gmail.com>
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Original codebase: https://github.com/haoheliu/AudioLDM
Checkpoints: https://huggingface.co/spaces/haoheliu/audioldm-text-to-audio-generation/tree/main/ckpt
TODOs
UNet
VAE
Scheduler
CLAP Text Embedding Model
HiFiGAN Vocoder
Pipeline
Docs