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sond pipeline

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志浩 2023-02-23 23:03:40 +08:00
parent fe5c955063
commit 31b4a9837a
2 changed files with 3 additions and 0 deletions
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1
egs/mars/sd/scripts/real_meeting_process/dump_real_meeting_chunks.py
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@ -26,6 +26,7 @@ def calc_rand_ivc(spk, spk2utt, utt2ivc, utt2frames, total_len=3000):
short_spk_list.append(spk)
ivc_list = [kaldiio.load_mat(utt2ivc[utt]) for utt in utt_list]
ivc_list = [x/np.linalg.norm(x, axis=-1) for x in ivc_list]
ivc = np.concatenate(ivc_list, axis=0)
ivc = np.mean(ivc, axis=0, keepdims=False)
return ivc

2
egs/mars/sd/scripts/simu_chunk_with_labels.py
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@ -103,6 +103,8 @@ def calculate_embedding(spk, spk2utts, utt2xvec, embedding_dim, average_emb_num)
xvec_list = [kaldiio.load_mat(utt2xvec[utt]) for utt in utt_list]
else:
xvec_list = [kaldiio.load_mat(utt2xvec[utt]) for utt in random.sample(utt_list, average_emb_num)]
# TODO: rerun the simulation
xvec_list = [x / np.linalg.norm(x, axis=-1) for x in xvec_list]
xvec = np.mean(np.concatenate(xvec_list, axis=0), axis=0)
return xvec