From cc2c1d1d53dea5d2c45f858d1baa5bd279f47987 Mon Sep 17 00:00:00 2001 From: nichongjia-2007 <nichongjia@gmail.com> Date: 星期三, 31 五月 2023 14:39:25 +0800 Subject: [PATCH] Merge branch 'main' of https://github.com/alibaba-damo-academy/FunASR --- funasr/utils/vad_utils.py | 18 ++++++++++++++++++ 1 files changed, 18 insertions(+), 0 deletions(-) diff --git a/funasr/utils/vad_utils.py b/funasr/utils/vad_utils.py new file mode 100644 index 0000000..9135513 --- /dev/null +++ b/funasr/utils/vad_utils.py @@ -0,0 +1,18 @@ +import torch +from torch.nn.utils.rnn import pad_sequence + +def slice_padding_fbank(speech, speech_lengths, vad_segments): + speech_list = [] + speech_lengths_list = [] + for i, segment in enumerate(vad_segments): + + bed_idx = int(segment[0][0]*16) + end_idx = min(int(segment[0][1]*16), speech_lengths[0]) + speech_i = speech[0, bed_idx: end_idx] + speech_lengths_i = end_idx-bed_idx + speech_list.append(speech_i) + speech_lengths_list.append(speech_lengths_i) + feats_pad = pad_sequence(speech_list, batch_first=True, padding_value=0.0) + speech_lengths_pad = torch.Tensor(speech_lengths_list).int() + return feats_pad, speech_lengths_pad + -- Gitblit v1.9.1