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Created May 13, 2024 04:34
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构建CapsWriter-Offline的新模型

运行python3 download-model.py,在下载目录里将model_quant.onnx复制到根目录,并重命名为model.onnx

运行python3 add-model-metadata.py,此时model.onnx会得到更新。

运行python3 quantize-model.py,获得model.int8.onnx

model.int8.onnxconfig.yamlconfiguration.json复制到原始的models\paraformer-offline-zh中,此时更新完成。

P.S. 原始的tokens.txt无需修改。

from typing import Dict
import numpy as np
import onnx
def load_cmvn():
neg_mean = None
inv_stddev = None
with open("am.mvn") as f:
for line in f:
if not line.startswith("<LearnRateCoef>"):
continue
t = line.split()[3:-1]
if neg_mean is None:
neg_mean = ",".join(t)
else:
inv_stddev = ",".join(t)
return neg_mean, inv_stddev
def load_lfr_params():
with open("config.yaml", encoding="utf-8") as f:
for line in f:
if "lfr_m" in line:
lfr_m = int(line.split()[-1])
elif "lfr_n" in line:
lfr_n = int(line.split()[-1])
break
lfr_window_size = lfr_m
lfr_window_shift = lfr_n
return lfr_window_size, lfr_window_shift
def get_vocab_size():
with open("tokens.txt", encoding="utf-8") as f:
return len(f.readlines())
def add_meta_data(filename: str, meta_data: Dict[str, str]):
"""Add meta data to an ONNX model. It is changed in-place.
Args:
filename:
Filename of the ONNX model to be changed.
meta_data:
Key-value pairs.
"""
model = onnx.load(filename)
for key, value in meta_data.items():
meta = model.metadata_props.add()
meta.key = key
meta.value = value
onnx.save(model, filename)
print(f"Updated {filename}")
def main():
lfr_window_size, lfr_window_shift = load_lfr_params()
neg_mean, inv_stddev = load_cmvn()
vocab_size = get_vocab_size()
meta_data = {
"lfr_window_size": str(lfr_window_size),
"lfr_window_shift": str(lfr_window_shift),
"neg_mean": neg_mean,
"inv_stddev": inv_stddev,
"model_type": "paraformer",
"version": "1",
"model_author": "damo",
"vocab_size": str(vocab_size),
"comment": "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch",
}
add_meta_data("model.onnx", meta_data)
# add_meta_data("model.int8.onnx", meta_data)
if __name__ == "__main__":
main()
config: examples/aishell_demo/paraformer_s2/conf/train_asr_paraformer_sanm_50e_16d_2048_512_lfr6.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: /nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local
ngpu: 1
seed: 0
num_workers: 16
num_att_plot: 3
dist_backend: nccl
dist_init_method: file:///nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local/ddp_init
dist_world_size: 1
dist_rank: 0
local_rank: 0
dist_master_addr: null
dist_master_port: null
dist_launcher: null
multiprocessing_distributed: true
unused_parameters: true
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 20
patience: null
val_scheduler_criterion:
- valid
- acc
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
- - valid
- acc
- max
keep_nbest_models: 5
nbest_averaging_interval: 0
grad_clip: 5
grad_clip_type: 2.0
grad_noise: false
accum_grad: 1
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: 50
use_matplotlib: true
use_tensorboard: true
use_wandb: false
wandb_project: null
wandb_id: null
wandb_entity: null
wandb_name: null
wandb_model_log_interval: -1
detect_anomaly: false
pretrain_path: null
init_param:
- /nfs/init_model/paraformer_9k_bigmodel.pth
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 20
valid_batch_size: null
batch_bins: 1000
valid_batch_bins: null
train_shape_file:
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/speech_shape
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/text_shape.char
valid_shape_file:
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/speech_shape
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/text_shape.char
batch_type: length
valid_batch_type: null
fold_length:
- 512
- 150
sort_in_batch: descending
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
train_data_file: /nfs/dataset/data/dump/fbank/train/ark_txt.scp
valid_data_file: /nfs/dataset/data/dump/fbank/dev/ark_txt.scp
train_data_path_and_name_and_type:
- - /nfs/dataset/data/dump/fbank/train/feats.scp
- speech
- kaldi_ark
- - /nfs/dataset/data/dump/fbank/train/text
- text
- text
valid_data_path_and_name_and_type:
- - /nfs/dataset/data/dump/fbank/dev/feats.scp
- speech
- kaldi_ark
- - /nfs/dataset/data/dump/fbank/dev/text
- text
- text
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
valid_max_cache_size: null
optim: adam
optim_conf:
lr: 0.0005
scheduler: warmuplr
scheduler_conf:
warmup_steps: 30000
use_pai: false
num_worker_count: 1
access_key_id: null
access_key_secret: null
endpoint: null
bucket_name: null
oss_bucket: null
token_list:
- <blank>
- <s>
- </s>
- and@@
- 筑
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- 塘
- 檩
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- price
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- these
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- ps
- 斜
- 瞭
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- 璨
- 笥
- 滂
- 即
- 愔
- 思
- gr@@
- 幅
- 祛
- 箬
- 礁
- 茅
- 北
- 澡
- 俭
- 蘅
- ing
- 肺
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- 丝
- de
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- 需
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- 逗
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- 狗
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- 笆
- 适
- 洇
- 缶
- ore
- 辎
- 粤
- 蹴
- 黄
- 浞
- comp@@
- 犀
- 藏
- 本
- 嗖
- 黻
- 這
- 绰
- 鉏
- 麼
- 喆
- 袪
- 刚
- 侦
- ic@@
- 骧
- 瓫
- 柤
- 桃
- 鲴
- 褙
- 韵
- 妓
- 甍
- to@@
- 轱
- 塑
- 坯
- 貌
- n@@
- 蕞
- 疡
- 伏
- 酉
- 暇
- 霖
- 了
- 萸
- 嘶
- nu@@
- 挼
- by
- 聩
- 袓
- 嶓
- 桎
- 抖
- 攥
- 鞬
- 毳
- 旗
- 庸
- 呋
- 诲
- tting
- 狭
- 魄
- 伎
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- 翎
- 怯
- 场
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- 盒
- times
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- 座
- 绀
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- 龃
- tu@@
- 榫
- 诛
- minu@@
- 萼
- 裛
- 玠
- 谵
- 亳
- 副
- any@@
- 诊
- 唑
- 頫
- 斿
- 赁
- 骇
- 训
- 母
- 床
- 微
- 椰
- 迢
- 埃
- 辏
- 汩
- 叟
- 辔
- 隙
- 遵
- pp@@
- 翕
- 佬
- 栖
- 踉
- 皕
- 苏
- 痂
- 奋
- 阄
- 悌
- 点
- 碡
- 茎
- 睫
- 闫
- few
- 籁
- 孰
- 拥
- for
- 曾
- 疲
- 辞
- 赖
- 姆
- 与
- 诰
- 怨
- 沙
- with@@
- 睱
- 谓
- 晰
- 嗌
- id
- aga@@
- 実
- 魏
- 鲟
- 寅
- 滗
- 珲
- 腑
- 冠
- 夺
- 娶
- 宇
- 侩
- 筘
- an
- 磺
- 邛
- 着
- 踵
- ite
- 狝
- ele@@
- 蓼
- 猿
- 豆
- 蔷
- 沽
- 去
- 铥
- 癀
- 站
- 甪
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- 哓
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- 嫉
- 拧
- 札
- 戒
- 琏
- 绪
- 澌
- 楠
- 莱
- cer@@
- here
- 别
- 帻
- 嗉
- 假
- 拽
- 髭
- 穰
- 勋
- 栓
- 塬
- ou@@
- 橫
- 刻
- 侣
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- bre@@
- 趸
- 稳
- 岌
- 拎
- 落
- 岙
- 氨
- 桴
- 鬶
- clu@@
- 蚣
- 肌
- 讹
- 骼
- 忧
- 雹
- 0@@
- 算
- 腔
- 璇
- 酣
- 锭
- 蟾
- 逦
- 椟
- 频
- ts
- 矫
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- 蚨
- 皯
- 翛
- 儋
- 恳
- 瀍
- 敌
- 砬
- 奁
- 耵
- 烂
- 绿
- 缆
- 辣
- time
- 蔗
- too
- 圾
- 骞
- 慥
- 啶
- 帔
- 楢
- bi@@
- 蚤
- 浛
- ine
- 綦
- old
- 肩
- 擎
- ling
- 瘆
- 娲
- prob@@
- 暑
- 鲨
- 焚
- 剽
- 玚
- 乔
- 纪
- bo@@
- 熏
- 毗
- 鳙
- 鞥
- 絜
- 糠
- 菔
- 廛
- 谪
- 冬
- 遐
- 衽
- ich
- 柿
- 峭
- 渴
- 亓
- 荠
- 蝠
- 扆
- 鄞
- 诎
- 尙
- 摸
- 牙
- 薤
- da@@
- w
- 呜
- 陂
- 磻
- 匹
- while
- 迁
- 良
- 郤
- ct@@
- 蚕
- 浥
- 鲋
- 腱
- pres@@
- 氕
- 颉
- 夥
- ter@@
- 左
- 侉
- 妍
- 嚒
- 殖
- 私
- bas@@
- 锱
- 篪
- 吻
- 鄅
- 鳗
- 疳
- cor@@
- 毛
- 歼
- 邵
- 圪
- inn
- 舛
- 埗
- 貉
- 帐
- 妮
- ged
- 窒
- put
- 诉
- 堌
- 气
- 國
- 摩
- 沫
- 谁
- 转
- 语
- 琵
- 羊
- 檠
- 慎
- 踮
- 啾
- 瞻
- 山
- 播
- 筌
- 财
- 飚
- 苟
- 扣
- mis@@
- 桌
- 侑
- jo@@
- ke@@
- 冶
- 滔
- 蠹
- 呓
- 捷
- 证
- 崞
- 阵
- 掐
- 劳
- 皆
- 巧
- 肏
- 肆
- 葆
- 檄
- 画
- 狨
- 谧
- 傑
- 诱
- 纭
- 荥
- 厥
- bri@@
- 绁
- 睇
- 布
- 江
- 噎
- 灞
- 鄏
- 煊
- 蒹
- 厮
- 馓
- 狴
- 碍
- 穷
- lar@@
- 食
- 迩
- meeting
- tter
- 趣
- 辜
- 椁
- 汽
- 燠
- ate
- 礴
- 骈
- will
- not
- 煽
- 嗳
- 秆
- 勤
- 陆
- 键
- 墎
- 官
- 蘧
- 酤
- 唐
- 颓
- 仝
- iting
- 田
- 楫
- 瑁
- 鄢
- our
- 诘
- venue
- 霜
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- 婢
- 埋
- 汕
- 铋
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- 隰
- 猊
- 卞
- 慑
- said
- 裘
- bus@@
- 召
- 粱
- 返
- 缨
- 纻
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- 炴
- 凊
- 曝
- 兀
- 洼
- 杓
- 榆
- hotels
- 睹
- 糯
- 窘
- 葩
- 帮
- 荷
- 塌
- 矍
- 圯
- er@@
- 蚪
- 篼
- 咳
- 吸
- 喃
- 岩
- 嚟
- 谱
- 崆
- 蟭
- wal@@
- 姗
- 谛
- 东
- 菱
- ction
- 肫
- 祥
- 述
- 璋
- 仙
- 唇
- 硕
- 嘉
- 醒
- 兔
- 恒
- 银
- 収
- cre@@
- 弭
- 曌
- 螯
- 苡
- 疾
- 鸱
- 权
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- 皑
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- 肃
- ns
- market
- 讠
- 阈
- 机
- 苒
- 髙
- is@@
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- 郐
- 萎
- 帛
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- 襟
- 崟
- 溶
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- 铲
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- 倍
- 锏
- 鸦
- 夌
- 埌
- 腰
- 雠
- ol@@
- 涙
- 翳
- 夹
- 疏
- el
- 驭
- 鹯
- 瑜
- 薛
- 奇
- 娴
- 靳
- 镥
- 伍
- 暨
- what
- 萧
- 皴
- 烦
- 敷
- 样
- ri@@
- 睆
- 伦
- 後
- 祺
- 贾
- 汹
- 箸
- 掂
- 械
- ob@@
- 赜
- 黎
- 潵
- 鲽
- 牒
- 罐
- inter@@
- 冰
- 成
- 薳
- if
- 堡
- 搜
- 漪
- 赕
- 症
- 参
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- 克
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- 飐
- r
- her
- 鲊
- 妪
- 惟
- 榜
- 谒
- 梃
- twenty
- ni@@
- 猥
- 兴
- 氓
- 肘
- 饕
- 陵
- within
- 轲
- cted
- 単
- 嚗
- 唼
- inte@@
- 钋
- 抒
- 郓
- 牖
- 蔻
- 邂
- 懦
- 邻
- 茸
- 辈
- 种
- 黹
- hard
- 悦
- 综
- ved
- oo@@
- used
- 溱
- 藁
- 士
- 猝
- 芹
- char@@
- we
- 呒
- ss@@
- 岐
- 桖
- 迟
- 荞
- 哏
- 仵
- 抟
- 淇
- il
- 电
- 褀
- 果
- bir@@
- ges
- 暻
- 椊
- 吴
- sal@@
- 獐
- 煲
- 箥
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- sh@@
- fore
- mat@@
- 浅
- 枘
- 稷
- 艨
- 唧
- can@@
- eng
- know
- 桠
- 亵
- tou@@
- 伥
- 虏
- 綮
- sha@@
- 腌
- 蔓
- 莶
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- 鋆
- 酥
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- dre@@
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- i
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- 吝
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- x
- 刍
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- 躬
- 莙
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- 葬
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- ance
- 棺
- 没
- 崎
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- 庾
- 黥
- 乗
- 旉
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- 寨
- 钨
- 沥
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- 者
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- 挥
- 拷
- 氡
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- ul@@
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- 家
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- must
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- 樟
- 令
- 饶
- buy
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- 手
- house
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- 贤
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- 袖
- 氇
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- 柷
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- 胧
- came
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- wer
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- ils
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- cu@@
- 呤
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- ili@@
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- 荼
- 给
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- 稠
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- 氘
- 暍
- 指
- 泆
- 总
- offer
- 糅
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- 涧
- 跬
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- 赉
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- 度
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- 空
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- or@@
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- 菠
- 栌
- view
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- <unk>
split_with_space: true
init: null
input_size: null
ctc_conf:
dropout_rate: 0.0
ctc_type: builtin
reduce: true
ignore_nan_grad: true
joint_net_conf: null
use_preprocessor: true
token_type: char
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: null
speech_volume_normalize: null
rir_scp: null
rir_apply_prob: 1.0
noise_scp: null
noise_apply_prob: 1.0
noise_db_range: '13_15'
frontend: wav_frontend
frontend_conf:
fs: 16000
window: hamming
n_mels: 80
frame_length: 25
frame_shift: 10
lfr_m: 7
lfr_n: 6
specaug: specaug_lfr
specaug_conf:
apply_time_warp: false
time_warp_window: 5
time_warp_mode: bicubic
apply_freq_mask: true
freq_mask_width_range:
- 0
- 30
lfr_rate: 6
num_freq_mask: 1
apply_time_mask: true
time_mask_width_range:
- 0
- 12
num_time_mask: 1
normalize: null
normalize_conf: {}
model: bicif_paraformer
model_conf:
ctc_weight: 0.0
lsm_weight: 0.1
length_normalized_loss: true
predictor_weight: 1.0
predictor_bias: 1
sampling_ratio: 0.75
preencoder: null
preencoder_conf: {}
encoder: sanm
encoder_conf:
output_size: 512
attention_heads: 4
linear_units: 2048
num_blocks: 50
dropout_rate: 0.1
positional_dropout_rate: 0.1
attention_dropout_rate: 0.1
input_layer: pe
pos_enc_class: SinusoidalPositionEncoder
normalize_before: true
kernel_size: 11
sanm_shfit: 0
selfattention_layer_type: sanm
postencoder: null
postencoder_conf: {}
decoder: paraformer_decoder_sanm
decoder_conf:
attention_heads: 4
linear_units: 2048
num_blocks: 16
dropout_rate: 0.1
positional_dropout_rate: 0.1
self_attention_dropout_rate: 0.1
src_attention_dropout_rate: 0.1
att_layer_num: 16
kernel_size: 11
sanm_shfit: 0
predictor: cif_predictor_v3
predictor_conf:
idim: 512
threshold: 1.0
l_order: 1
r_order: 1
tail_threshold: 0.45
smooth_factor2: 0.25
noise_threshold2: 0.01
upsample_times: 3
use_cif1_cnn: false
upsample_type: cnn_blstm
gpu_id: 1
required:
- output_dir
- token_list
distributed: false
version: '202211'
{
"framework": "pytorch",
"task" : "auto-speech-recognition",
"model" : {
"type" : "generic-asr",
"am_model_name" : "model.pb",
"model_config" : {
"type": "pytorch",
"code_base": "funasr",
"mode": "paraformer",
"lang": "zh-cn",
"batch_size": 1,
"am_model_config": "config.yaml",
"asr_model_config": "decoding.yaml",
"mvn_file": "am.mvn",
"model": "damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch",
"vad_model": "damo/speech_fsmn_vad_zh-cn-16k-common-pytorch",
"punc_model": "damo/punc_ct-transformer_zh-cn-common-vocab272727-pytorch",
"lm_model": "damo/speech_transformer_lm_zh-cn-common-vocab8404-pytorch"
}
},
"pipeline": {
"type":"asr-inference"
}
}
from modelscope import snapshot_download
model_dir = snapshot_download('iic/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx',cache_dir="cache",)
print(model_dir)
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