From dc44f552a1f3250cb6a05ab92a821ee96dc1e84f Mon Sep 17 00:00:00 2001 From: Hui Zhang Date: Thu, 5 Aug 2021 02:57:05 +0000 Subject: [PATCH] update readme --- examples/librispeech/README.md | 1 + examples/librispeech/s2/README.md | 29 ++++++++++++----------------- 2 files changed, 13 insertions(+), 17 deletions(-) diff --git a/examples/librispeech/README.md b/examples/librispeech/README.md index 354baafa..2718988f 100644 --- a/examples/librispeech/README.md +++ b/examples/librispeech/README.md @@ -3,3 +3,4 @@ * s0 is for deepspeech2 offline * s1 is for transformer/conformer/U2 * s2 is for transformer/conformer/U2 w/ kaldi feat +need install Kaldi diff --git a/examples/librispeech/s2/README.md b/examples/librispeech/s2/README.md index f27b474c..8f092dd8 100644 --- a/examples/librispeech/s2/README.md +++ b/examples/librispeech/s2/README.md @@ -1,47 +1,42 @@ # LibriSpeech ## Data - | Data Subset | Duration in Seconds | | data/manifest.train | 0.83s ~ 29.735s | | data/manifest.dev | 1.065 ~ 35.155s | | data/manifest.test-clean | 1.285s ~ 34.955s | ## Conformer - | Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER | | --- | --- | --- | --- | --- | --- | --- | --- | -| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention | 6.35 | 0.030162 | -| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 6.35 | 0.037910 | -| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 6.35 | 0.037761 | -| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 6.35 | 0.032115 | - +| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention | - | - | +| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | | | +| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | | | +| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | | | ### Test w/o length filter - | Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER | | --- | --- | --- | --- | --- | --- | --- | --- | -| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean-all | attention | 6.35 | 0.057117 | +| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean-all | attention | | | + ## Chunk Conformer | Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss | WER | | --- | --- | --- | --- | --- | --- | --- | --- | --- | -| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | attention | 16, -1 | 7.01250648 | 0.069548 | -| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 16, -1 | 7.01250648 | 0.094753 | -| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 16, -1 | 7.01250648 | - | -| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 16, -1 | 7.01250648 | - | +| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | attention | 16, -1 | | | +| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 16, -1 | | | +| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 16, -1 | | - | +| conformer | 47.63 M | conf/chunk_conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 16, -1 | | - | ## Transformer - | Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER | | --- | --- | --- | --- | --- | --- | --- | --- | -| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | attention | 6.98 | 0.036 | +| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | attention | | | ### Test w/o length filter - | Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER | | --- | --- | --- | --- | --- | --- | --- | --- | -| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean-all | attention | 6.98 | 0.066500 | +| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean-all | attention | | |