jyoti / tinyasr /codec_factory_v1.py
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jyoti 2.3 kbps speech codec: development candidate C (p=0.50) + variant B (p=0.25), inference bundle
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"""Strict loading with explicit architecture selection for codec experiments."""
import torch
from tinyasr.codec_normalized_v1 import ARCHITECTURE, UnitScaleCodec
from tinyasr.tinycall import TinyCallCodec
def load_codec_checkpoint(path):
checkpoint = torch.load(path, map_location='cpu', weights_only=False)
architecture = checkpoint.get('architecture', 'tinycall_independent_v1')
if architecture == ARCHITECTURE:
model = UnitScaleCodec()
elif architecture == 'tinycall_independent_v1':
model = TinyCallCodec()
else:
raise ValueError('Unsupported codec checkpoint architecture')
model.load_state_dict(checkpoint['codec'], strict=True)
return model.eval().requires_grad_(False)