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modelscope / 3D-Speaker

A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diarization
Apache License 2.0
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ValueError: need at least one array to stack #72

Closed yangyyt closed 6 months ago

yangyyt commented 6 months ago

/opt/conda/lib/python3.10/site-packages/sklearn/cluster/_kmeans.py:1416: FutureWarning: The default value of n_init will change from 10 to 'auto' in 1.4. Set the value of n_init explicitly to suppress the warning super()._check_params_vs_input(X, default_n_init=10) Traceback (most recent call last): File "/vepfs/code/MossFormer/3D-Speaker/egs/3dspeaker/speaker-diarization/local/cluster_and_postprocess_h5.py", line 93, in audio_only_func_getnums labels = cluster(embeddings) File "/vepfs/code/MossFormer/3D-Speaker/speakerlab/process/cluster.py", line 186, in call labels = self.filter_minor_cluster(labels, X, self.min_cluster_size) File "/vepfs/code/MossFormer/3D-Speaker/speakerlab/process/cluster.py", line 203, in filter_minor_cluster major_center = np.stack([x[labels == i].mean(0) \ File "/opt/conda/lib/python3.10/site-packages/numpy/core/shape_base.py", line 445, in stack raise ValueError('need at least one array to stack') ValueError: need at least one array to stack

During handling of the above exception, another exception occurred:

=========================== 运行这块时，labels = cluster(embeddings) # embedding [14, 192] 报了上边的错误； 请问是什么导致的问题，如何解决呢？