# Language Multitask
exp result detail
https://docs.google.com/spreadsheets/d/1rliCUZ75-GSHjAfPH5z3F1jfuSuBisCuDrZbj8Efyr0/edit?usp=sharing

## SEAME

### NO-XLSR Feature

| Exp ID | | Infomation | devman | devsge | machine |
| ------ | -------------------- | ----------- | ------ | ------ | -------------- |
| 1 | Transformer | | 17.89 | 25.1 | ok |
| 2 | Conformer | | 16.83 | 23.9 | ok |
| 3 | Intermediate CTC-LMT | Utt Tok | 16.69 | 24.01 | sota ta2 (3-1) |
| 4 | Intermediate CTC-LMT | Utt Tok Bpe | | | |

### XLSR Feature
| Exp ID | Conformer | Infomation | devman | devsge | machine |
| ------ | -------------------- | ----------- | ------ | ------ | ----------------- |
| 5 | Intermediate CTC | | 15.22 | 22.04 | ok |
| 6 | Intermediate CTC-LMT | Tok | 15.25 | 22.34 | sota ta1 (6-1) |
| 7 | Intermediate CTC-LMT | Utt Tok | 14.95 | 21.88 | ta21 bigram (7-1) |
| 8 | Intermediate CTC-LMT | Utt Tok Bpe | | | ta24 nv2080 (8-0) |

### Reverse Test

| Exp ID | Conformer | Infomation | devman | devsge | machine |
| ------ | -------------------- | ---------- | ------ | ------ | ------- |
| 5 | Intermediate CTC | | 15.22 | 22.04 | |
| 9 | Intermediate CTC-LMT | Spk Tok | 15.26 | 22.15 | |
| 10 | Intermediate CTC-LMT | Bpe Tok | 15.20 | 22.13 | |
| 11 | Intermediate CTC-LMT | Tok Utt | 15.21 | 22.31 | |

### Exp Dir

| Exp ID | espnet | path or paper |
| ------ | -------------- | ------------------------------------------------------------- |
| 1 | | https://arxiv.org/pdf/2110.03573.pdf |
| 2 | 1/2_seame_5765 | exp |
| 3 | 12/asr1 | exp_2800W_conformer_utttype_tok_noxlsr_lr0.0025_5625+140 |
| 3-1 | 12/asr1 | exp_2800W_conformer_utttype_tok_noxlsr_lr0.0025_5625+140_tune |
| 4 | | |
| 5 | 12/asr1 | exp_2800W_conformer_pure_lr0.0025_5625+140 |
| 6 | 12/asr1 | exp_2800W_conformer_tok_lr0.0025_5625+140 |
| 6-1 | 12/asr1 | exp_2800W_conformer_tok_lr0.0025_5625+140_tune |
| 7 | 12/asr1 | exp_2800W_conformer_utttype_tok_lr0.0025_5625+140 |
| 7-1 | 12/asr1 | exp_2800W_conformer_utttype_tok_lr0.0025_5625+140_tune |
| 8 | 12/asr1 | exp_2800W_conformer_utttype_tok_bpe_lr0.0025_5625+140 |
| 9 | 12/asr1 | exp_2800W_conformer_spk_tok_lr0.0025_5625+140 |
| 10 | 12/asr1 | exp_2800W_conformer_bpe_tok_lr0.0025_5625+140 |
| 11 | 12/asr1 | exp_2800W_conformer_utttype_tok_reverse_lr0.0025_5625+140 |
| ?? | 12/asr1 | exp_2800W_conformer_utttype_lid_high_lr0.0025_5625+140 |
| ?? | 12/asr1 | exp_2800W_conformer_utttype_tok_conftune_lr0.0025_5625+140 |

## SEAME + IMDA + Aishell-1

### XLSR Feature

| Exp ID | | Infomation | devman | devsge | machine |
| ------ | -------------------- | ----------- | ------ | ------ | ----------- |
| | Intermediate CTC | | | | dino4ur ta3 |
| | Intermediate CTC-LMT | Tok | | | |
| | Intermediate CTC-LMT | Utt Tok | | | |
| | Intermediate CTC-LMT | Utt Tok Bpe | | | |