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audiocraft/models/musicgen.py
CHANGED
@@ -96,7 +96,7 @@ class MusicGen:
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def set_generation_params(self, use_sampling: bool = True, top_k: int = 250,
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top_p: float = 0.0, temperature: float = 1.0,
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duration: float = 30.0, cfg_coef: float = 3.0,
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two_step_cfg: bool = False):
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"""Set the generation parameters for MusicGen.
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Args:
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@@ -109,8 +109,13 @@ class MusicGen:
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two_step_cfg (bool, optional): If True, performs 2 forward for Classifier Free Guidance,
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instead of batching together the two. This has some impact on how things
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are padded but seems to have little impact in practice.
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"""
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-
assert duration <= 30, "The MusicGen cannot generate more than 30 seconds"
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self.generation_params = {
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'max_gen_len': int(duration * self.frame_rate),
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'use_sampling': use_sampling,
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def set_generation_params(self, use_sampling: bool = True, top_k: int = 250,
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top_p: float = 0.0, temperature: float = 1.0,
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duration: float = 30.0, cfg_coef: float = 3.0,
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+
two_step_cfg: bool = False, extend_stride: float = 15):
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"""Set the generation parameters for MusicGen.
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Args:
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two_step_cfg (bool, optional): If True, performs 2 forward for Classifier Free Guidance,
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instead of batching together the two. This has some impact on how things
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are padded but seems to have little impact in practice.
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+
extend_stride: when doing extended generation (i.e. more than 30 seconds), by how much
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should we extend the audio each time. Larger values will mean less context is
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preserved, and shorter value will require extra computations.
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"""
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# assert duration <= 30, "The MusicGen cannot generate more than 30 seconds"
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assert extend_stride <= 25, "Keep at least 5 seconds of overlap!"
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self.extend_stride = extend_stride
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self.generation_params = {
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'max_gen_len': int(duration * self.frame_rate),
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'use_sampling': use_sampling,
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