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PaddleSpeech/examples/tal_cs/asr1/RESULTS.md

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TALCS

2023.1.6, commit id: fa724285f3 (conformer) 2025.8.11, commit id: 4f62ff05b7c9974d5642b26306ff3c7140c84312 (chunk_conformer)

Conformer

train: Epoch 100, 3 V100-32G, best avg: 10

Model Params Config Augmentation Test set Decode method Loss MER
conformer 47.63 M conf/conformer.yaml spec_aug test-set attention 9.85091028213501 0.102786
conformer 47.63 M conf/conformer.yaml spec_aug test-set ctc_greedy_search 9.85091028213501 0.103538
conformer 47.63 M conf/conformer.yaml spec_aug test-set ctc_prefix_beam_search 9.85091028213501 0.103317
conformer 47.63 M conf/conformer.yaml spec_aug test-set attention_rescoring 9.85091028213501 0.084374
chunk_conformer 47.63 M conf/chunk_conformer.yaml spec_aug test-set attention 9.897139549255371 0.080488
chunk_conformer 47.63 M conf/chunk_conformer.yaml spec_aug test-set ctc_greedy_search 9.897139549255371 0.093244
chunk_conformer 47.63 M conf/chunk_conformer.yaml spec_aug test-set ctc_prefix_beam_search 9.897139549255371 0.093251
chunk_conformer 47.63 M conf/chunk_conformer.yaml spec_aug test-set attention_rescoring 9.897139549255371 0.079193