{ "format": "naptrap-google-speech-embedding-v1", "embedding_size": 96, "parameters": 329448, "preprocessing": { "sample_rate": 16000, "leading_zeros": 11120, "frames": "floor(samples / 1280)", "stft": "400-sample Hann window, hop 160, 512-point FFT, no centering, magnitude", "mel": "32 bins, natural log(mel + 0.001)" }, "source": { "publisher": "Google", "model": "google/speech_embedding/1 (TensorFlow1)", "url": "https://www.kaggle.com/models/google/speech-embedding/TensorFlow1/speech-embedding/1", "license": "Apache-2.0", "archive_sha256": "0f626c42009c1eb916401b7b2800229a211e43100115bc591b9afbf1b60da27f" }, "modifications": [ "TensorFlow graph re-implemented with PyTorch operations", "HWIO convolution kernels transposed to OIHW", "the original inference-time spatial mean subtraction applied to the first kernel", "original frontend constants and all trained parameters/statistics retained; no training" ], "sha256": { "model.safetensors": "80a10015f4eb8ff9ba1aa10b56b1d6e27ef9f9f3419ebbae56fb43e9afce37be" } }