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ASR Benchmark
Jackwaterveg edited this page May 26, 2022
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RTF = 处理语音总时长 / 语音总时长
Aishell-1 test 集作为测试集。
TODO:数据分布。
机器硬件：GPU V100 32 G， CPU：Intel(R) Xeon(R) Gold 6271C CPU @ 2.60GHz
测试脚本： CLI
| Acoustic Model | dedoding_method | ctc_weight | decoding_chunk_size | num_decoding_left_chunk | RTF |
|---|---|---|---|---|---|
| conformer_aishell | attention_rescoring | 0.5 | 16 | -1 | 0.0623 |
| conformer_wenetspeech | attention_rescoring | 0.5 | 16 | -1 | 0.0623 |
| deepspeech2offline_aishell | ctc_prefix_beam_search | - | 1 | - | 0.1787 |
机器硬件：GPU V100 32 G， CPU：Intel(R) Xeon(R) Gold 6271C CPU @ 2.60GHz
测试脚本：流式服务
| Acoustic Model | dedoding_method | ctc_weight | decoding_chunk_size | num_decoding_left_chunk | RTF |
|---|---|---|---|---|---|
| conformer_aishell | attention_rescoring | 0.5 | 16 | -1 | 0.250782 |