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| | | |
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| | | Examples: |
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| | | >>> import soundfile |
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| | | >>> speech2text = Speech2Text("asr_config.yml", "asr.pth") |
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| | | >>> speech2text = Speech2Text("asr_config.yml", "asr.pb") |
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| | | >>> audio, rate = soundfile.read("speech.wav") |
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| | | >>> speech2text(audio) |
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| | | [(text, token, token_int, hypothesis object), ...] |
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| | |
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| | | |
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| | | # remove blank symbol id, which is assumed to be 0 |
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| | | token_int = list(filter(lambda x: x != 0 and x != 2, token_int)) |
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| | | if len(token_int) == 0: |
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| | | continue |
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| | | |
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| | | # Change integer-ids to tokens |
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| | | token = self.converter.ids2tokens(token_int) |
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| | |
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| | | ibest_writer["token"][key] = " ".join(token) |
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| | | ibest_writer["token_int"][key] = " ".join(map(str, token_int)) |
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| | | ibest_writer["vad"][key] = "{}".format(vadsegments) |
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| | | ibest_writer["text"][key] = text_postprocessed |
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| | | ibest_writer["text"][key] = " ".join(word_lists) |
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| | | ibest_writer["text_with_punc"][key] = text_postprocessed_punc |
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| | | if time_stamp_postprocessed is not None: |
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| | | ibest_writer["time_stamp"][key] = "{}".format(time_stamp_postprocessed) |
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