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使用docker成功安装paddlespeech进行语音识别

时间:2023-01-29 14:00:18浏览次数:46  
标签:kB 00 x86 paddlespeech python 64 语音 docker el7


@[TOC]使用docker成功安装paddlespeech进行语音识别
多次使用单机安装paddlepaddle及paddlespeech失败后,遇到绝大多数的原因是pyton与paddlespeech不兼容。所以转向了docker方式安装。docker安装好之后,也可以再打包,这样就形成paddlespeech的docker镜像。我安装的是CPU版本,具体的步骤如下。

安装docker

Docker 软件包和依赖包已经包含在默认的 CentOS-Extras 软件源里,安装命令如下:

yum -y install docker-io

[root@hadoop4 ~]# yum -y install docker-io
已加载插件:fastestmirror
Determining fastest mirrors
base | 3.6 kB 00:00:00
extras | 2.9 kB 00:00:00
updates | 2.9 kB 00:00:00
正在解决依赖关系
–> 正在检查事务
—> 软件包 docker.x86_64.2.1.13.1-208.git7d71120.el7_9 将被 安装
–> 正在处理依赖关系 docker-common = 2:1.13.1-208.git7d71120.el7_9,它被软件包 2:docker-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 docker-client = 2:1.13.1-208.git7d71120.el7_9,它被软件包 2:docker-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 subscription-manager-rhsm-certificates,它被软件包 2:docker-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在检查事务
—> 软件包 docker-client.x86_64.2.1.13.1-208.git7d71120.el7_9 将被 安装
—> 软件包 docker-common.x86_64.2.1.13.1-208.git7d71120.el7_9 将被 安装
–> 正在处理依赖关系 skopeo-containers >= 1:0.1.26-2,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 oci-umount >= 2:2.3.3-3,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 oci-systemd-hook >= 1:0.1.4-9,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 oci-register-machine >= 1:0-5.13,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 container-storage-setup >= 0.9.0-1,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 container-selinux >= 2:2.51-1,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
–> 正在处理依赖关系 atomic-registries,它被软件包 2:docker-common-1.13.1-208.git7d71120.el7_9.x86_64 需要
—> 软件包 subscription-manager-rhsm-certificates.x86_64.0.1.24.48-1.el7.centos 将被 安装
–> 正在检查事务
—> 软件包 atomic-registries.x86_64.1.1.22.1-33.gitb507039.el7_8 将被 安装
–> 正在处理依赖关系 python-yaml,它被软件包 1:atomic-registries-1.22.1-33.gitb507039.el7_8.x86_64 需要
–> 正在处理依赖关系 python-setuptools,它被软件包 1:atomic-registries-1.22.1-33.gitb507039.el7_8.x86_64 需要
–> 正在处理依赖关系 python-pytoml,它被软件包 1:atomic-registries-1.22.1-33.gitb507039.el7_8.x86_64 需要
—> 软件包 container-selinux.noarch.2.2.119.2-1.911c772.el7_8 将被 安装
–> 正在处理依赖关系 policycoreutils-python,它被软件包 2:container-selinux-2.119.2-1.911c772.el7_8.noarch 需要
—> 软件包 container-storage-setup.noarch.0.0.11.0-2.git5eaf76c.el7 将被 安装
—> 软件包 containers-common.x86_64.1.0.1.40-11.el7_8 将被 安装
–> 正在处理依赖关系 subscription-manager,它被软件包 1:containers-common-0.1.40-11.el7_8.x86_64 需要
–> 正在处理依赖关系 slirp4netns,它被软件包 1:containers-common-0.1.40-11.el7_8.x86_64 需要
–> 正在处理依赖关系 fuse-overlayfs,它被软件包 1:containers-common-0.1.40-11.el7_8.x86_64 需要
—> 软件包 oci-register-machine.x86_64.1.0-6.git2b44233.el7 将被 安装
—> 软件包 oci-systemd-hook.x86_64.1.0.2.0-1.git05e6923.el7_6 将被 安装
–> 正在处理依赖关系 libyajl.so.2()(64bit),它被软件包 1:oci-systemd-hook-0.2.0-1.git05e6923.el7_6.x86_64 需要
—> 软件包 oci-umount.x86_64.2.2.5-3.el7 将被 安装
–> 正在检查事务
—> 软件包 PyYAML.x86_64.0.3.10-11.el7 将被 安装
–> 正在处理依赖关系 libyaml-0.so.2()(64bit),它被软件包 PyYAML-3.10-11.el7.x86_64 需要
—> 软件包 fuse-overlayfs.x86_64.0.0.7.2-6.el7_8 将被 安装
–> 正在处理依赖关系 libfuse3.so.3(FUSE_3.2)(64bit),它被软件包 fuse-overlayfs-0.7.2-6.el7_8.x86_64 需要
–> 正在处理依赖关系 libfuse3.so.3(FUSE_3.0)(64bit),它被软件包 fuse-overlayfs-0.7.2-6.el7_8.x86_64 需要
–> 正在处理依赖关系 libfuse3.so.3()(64bit),它被软件包 fuse-overlayfs-0.7.2-6.el7_8.x86_64 需要
—> 软件包 policycoreutils-python.x86_64.0.2.5-34.el7 将被 安装
–> 正在处理依赖关系 policycoreutils = 2.5-34.el7,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 setools-libs >= 3.3.8-4,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libsemanage-python >= 2.5-14,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 audit-libs-python >= 2.1.3-4,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 python-IPy,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libqpol.so.1(VERS_1.4)(64bit),它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libqpol.so.1(VERS_1.2)(64bit),它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libcgroup,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libapol.so.4(VERS_4.0)(64bit),它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 checkpolicy,它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libqpol.so.1()(64bit),它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
–> 正在处理依赖关系 libapol.so.4()(64bit),它被软件包 policycoreutils-python-2.5-34.el7.x86_64 需要
—> 软件包 python-pytoml.noarch.0.0.1.14-1.git7dea353.el7 将被 安装
—> 软件包 python-setuptools.noarch.0.0.9.8-7.el7 将被 安装
–> 正在处理依赖关系 python-backports-ssl_match_hostname,它被软件包 python-setuptools-0.9.8-7.el7.noarch 需要
—> 软件包 slirp4netns.x86_64.0.0.4.3-4.el7_8 将被 安装
—> 软件包 subscription-manager.x86_64.0.1.24.48-1.el7.centos 将被 安装
–> 正在处理依赖关系 subscription-manager-rhsm = 1.24.48,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-dmidecode >= 3.12.2-2,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 usermode,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-syspurpose,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-six,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-inotify,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-ethtool,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
–> 正在处理依赖关系 python-dateutil,它被软件包 subscription-manager-1.24.48-1.el7.centos.x86_64 需要
—> 软件包 yajl.x86_64.0.2.0.4-4.el7 将被 安装
–> 正在检查事务
—> 软件包 audit-libs-python.x86_64.0.2.8.5-4.el7 将被 安装
–> 正在处理依赖关系 audit-libs(x86-64) = 2.8.5-4.el7,它被软件包 audit-libs-python-2.8.5-4.el7.x86_64 需要
—> 软件包 checkpolicy.x86_64.0.2.5-8.el7 将被 安装
—> 软件包 fuse3-libs.x86_64.0.3.6.1-4.el7 将被 安装
—> 软件包 libcgroup.x86_64.0.0.41-21.el7 将被 安装
—> 软件包 libsemanage-python.x86_64.0.2.5-14.el7 将被 安装
—> 软件包 libyaml.x86_64.0.0.1.4-11.el7_0 将被 安装
—> 软件包 policycoreutils.x86_64.0.2.5-29.el7 将被 升级
—> 软件包 policycoreutils.x86_64.0.2.5-34.el7 将被 更新
—> 软件包 python-IPy.noarch.0.0.75-6.el7 将被 安装
—> 软件包 python-backports-ssl_match_hostname.noarch.0.3.5.0.1-1.el7 将被 安装
–> 正在处理依赖关系 python-ipaddress,它被软件包 python-backports-ssl_match_hostname-3.5.0.1-1.el7.noarch 需要
–> 正在处理依赖关系 python-backports,它被软件包 python-backports-ssl_match_hostname-3.5.0.1-1.el7.noarch 需要
—> 软件包 python-dateutil.noarch.0.1.5-7.el7 将被 安装
—> 软件包 python-dmidecode.x86_64.0.3.12.2-4.el7 将被 安装
–> 正在处理依赖关系 libxml2-python,它被软件包 python-dmidecode-3.12.2-4.el7.x86_64 需要
–> 正在处理依赖关系 libxml2mod.so()(64bit),它被软件包 python-dmidecode-3.12.2-4.el7.x86_64 需要
—> 软件包 python-ethtool.x86_64.0.0.8-8.el7 将被 安装
–> 正在处理依赖关系 libnl.so.1()(64bit),它被软件包 python-ethtool-0.8-8.el7.x86_64 需要
—> 软件包 python-inotify.noarch.0.0.9.4-4.el7 将被 安装
—> 软件包 python-six.noarch.0.1.9.0-2.el7 将被 安装
—> 软件包 python-syspurpose.x86_64.0.1.24.48-1.el7.centos 将被 安装
—> 软件包 setools-libs.x86_64.0.3.3.8-4.el7 将被 安装
—> 软件包 subscription-manager-rhsm.x86_64.0.1.24.48-1.el7.centos 将被 安装
—> 软件包 usermode.x86_64.0.1.111-6.el7 将被 安装
–> 正在检查事务
—> 软件包 audit-libs.x86_64.0.2.8.4-4.el7 将被 升级
–> 正在处理依赖关系 audit-libs(x86-64) = 2.8.4-4.el7,它被软件包 audit-2.8.4-4.el7.x86_64 需要
—> 软件包 audit-libs.x86_64.0.2.8.5-4.el7 将被 更新
—> 软件包 libnl.x86_64.0.1.1.4-3.el7 将被 安装
—> 软件包 libxml2-python.x86_64.0.2.9.1-6.el7.5 将被 安装
–> 正在处理依赖关系 libxml2 = 2.9.1-6.el7.5,它被软件包 libxml2-python-2.9.1-6.el7.5.x86_64 需要
—> 软件包 python-backports.x86_64.0.1.0-8.el7 将被 安装
—> 软件包 python-ipaddress.noarch.0.1.0.16-2.el7 将被 安装
–> 正在检查事务
—> 软件包 audit.x86_64.0.2.8.4-4.el7 将被 升级
—> 软件包 audit.x86_64.0.2.8.5-4.el7 将被 更新
—> 软件包 libxml2.x86_64.0.2.9.1-6.el7_2.3 将被 升级
—> 软件包 libxml2.x86_64.0.2.9.1-6.el7.5 将被 更新
–> 解决依赖关系完成

依赖关系解决

正在安装:
docker x86_64 2:1.13.1-208.git7d71120.el7_9 extras 17 M
为依赖而安装:
PyYAML x86_64 3.10-11.el7 base 153 k
atomic-registries x86_64 1:1.22.1-33.gitb507039.el7_8 extras 36 k
audit-libs-python x86_64 2.8.5-4.el7 base 76 k
checkpolicy x86_64 2.5-8.el7 base 295 k
container-selinux noarch 2:2.119.2-1.911c772.el7_8 extras 40 k
container-storage-setup noarch 0.11.0-2.git5eaf76c.el7 extras 35 k
containers-common x86_64 1:0.1.40-11.el7_8 extras 43 k
docker-client x86_64 2:1.13.1-208.git7d71120.el7_9 extras 3.9 M
docker-common x86_64 2:1.13.1-208.git7d71120.el7_9 extras 101 k
fuse-overlayfs x86_64 0.7.2-6.el7_8 extras 54 k
fuse3-libs x86_64 3.6.1-4.el7 extras 82 k
libcgroup x86_64 0.41-21.el7 base 66 k
libnl x86_64 1.1.4-3.el7 base 128 k
libsemanage-python x86_64 2.5-14.el7 base 113 k
libxml2-python x86_64 2.9.1-6.el7.5 base 247 k
libyaml x86_64 0.1.4-11.el7_0 base 55 k
oci-register-machine x86_64 1:0-6.git2b44233.el7 extras 1.1 M
oci-systemd-hook x86_64 1:0.2.0-1.git05e6923.el7_6 extras 34 k
oci-umount x86_64 2:2.5-3.el7 extras 33 k
policycoreutils-python x86_64 2.5-34.el7 base 457 k
python-IPy noarch 0.75-6.el7 base 32 k
python-backports x86_64 1.0-8.el7 base 5.8 k
python-backports-ssl_match_hostname noarch 3.5.0.1-1.el7 base 13 k
python-dateutil noarch 1.5-7.el7 base 85 k
python-dmidecode x86_64 3.12.2-4.el7 base 83 k
python-ethtool x86_64 0.8-8.el7 base 34 k
python-inotify noarch 0.9.4-4.el7 base 49 k
python-ipaddress noarch 1.0.16-2.el7 base 34 k
python-pytoml noarch 0.1.14-1.git7dea353.el7 extras 18 k
python-setuptools noarch 0.9.8-7.el7 base 397 k
python-six noarch 1.9.0-2.el7 base 29 k
python-syspurpose x86_64 1.24.48-1.el7.centos updates 274 k
setools-libs x86_64 3.3.8-4.el7 base 620 k
slirp4netns x86_64 0.4.3-4.el7_8 extras 81 k
subscription-manager x86_64 1.24.48-1.el7.centos updates 1.1 M
subscription-manager-rhsm x86_64 1.24.48-1.el7.centos updates 333 k
subscription-manager-rhsm-certificates x86_64 1.24.48-1.el7.centos updates 237 k
usermode x86_64 1.111-6.el7 base 193 k
yajl x86_64 2.0.4-4.el7 base 39 k
为依赖而更新:
audit x86_64 2.8.5-4.el7 base 256 k
audit-libs x86_64 2.8.5-4.el7 base 102 k
libxml2 x86_64 2.9.1-6.el7.5 base 668 k
policycoreutils x86_64 2.5-34.el7 base 917 k

安装 1 软件包 (+39 依赖软件包)
升级 ( 4 依赖软件包)

总下载量:30 M
Downloading packages:
Delta RPMs disabled because /usr/bin/applydeltarpm not installed.
(1/44): PyYAML-3.10-11.el7.x86_64.rpm | 153 kB 00:00:00
(2/44): audit-libs-2.8.5-4.el7.x86_64.rpm | 102 kB 00:00:00
(3/44): atomic-registries-1.22.1-33.gitb507039.el7_8.x86_64.rpm | 36 kB 00:00:00
(4/44): audit-libs-python-2.8.5-4.el7.x86_64.rpm | 76 kB 00:00:00
(5/44): audit-2.8.5-4.el7.x86_64.rpm | 256 kB 00:00:00
(6/44): checkpolicy-2.5-8.el7.x86_64.rpm | 295 kB 00:00:00
(7/44): container-selinux-2.119.2-1.911c772.el7_8.noarch.rpm | 40 kB 00:00:00
(8/44): container-storage-setup-0.11.0-2.git5eaf76c.el7.noarch.rpm | 35 kB 00:00:00
(9/44): containers-common-0.1.40-11.el7_8.x86_64.rpm | 43 kB 00:00:00
(10/44): docker-1.13.1-208.git7d71120.el7_9.x86_64.rpm | 17 MB 00:00:00
(11/44): docker-client-1.13.1-208.git7d71120.el7_9.x86_64.rpm | 3.9 MB 00:00:00
(12/44): docker-common-1.13.1-208.git7d71120.el7_9.x86_64.rpm | 101 kB 00:00:00
(13/44): fuse-overlayfs-0.7.2-6.el7_8.x86_64.rpm | 54 kB 00:00:00
(14/44): fuse3-libs-3.6.1-4.el7.x86_64.rpm | 82 kB 00:00:00
(15/44): libcgroup-0.41-21.el7.x86_64.rpm | 66 kB 00:00:00
(16/44): libsemanage-python-2.5-14.el7.x86_64.rpm | 113 kB 00:00:00
(17/44): libxml2-2.9.1-6.el7.5.x86_64.rpm | 668 kB 00:00:00
(18/44): libnl-1.1.4-3.el7.x86_64.rpm | 128 kB 00:00:00
(19/44): libxml2-python-2.9.1-6.el7.5.x86_64.rpm | 247 kB 00:00:00
(20/44): libyaml-0.1.4-11.el7_0.x86_64.rpm | 55 kB 00:00:00
(21/44): oci-systemd-hook-0.2.0-1.git05e6923.el7_6.x86_64.rpm | 34 kB 00:00:00
(22/44): oci-register-machine-0-6.git2b44233.el7.x86_64.rpm | 1.1 MB 00:00:00
(23/44): oci-umount-2.5-3.el7.x86_64.rpm | 33 kB 00:00:00
(24/44): policycoreutils-2.5-34.el7.x86_64.rpm | 917 kB 00:00:00
(25/44): policycoreutils-python-2.5-34.el7.x86_64.rpm | 457 kB 00:00:00
(26/44): python-IPy-0.75-6.el7.noarch.rpm | 32 kB 00:00:00
(27/44): python-backports-1.0-8.el7.x86_64.rpm | 5.8 kB 00:00:00
(28/44): python-backports-ssl_match_hostname-3.5.0.1-1.el7.noarch.rpm | 13 kB 00:00:00
(29/44): python-dateutil-1.5-7.el7.noarch.rpm | 85 kB 00:00:00
(30/44): python-dmidecode-3.12.2-4.el7.x86_64.rpm | 83 kB 00:00:00
(31/44): python-ethtool-0.8-8.el7.x86_64.rpm | 34 kB 00:00:00
(32/44): python-inotify-0.9.4-4.el7.noarch.rpm | 49 kB 00:00:00
(33/44): python-ipaddress-1.0.16-2.el7.noarch.rpm | 34 kB 00:00:00
(34/44): python-setuptools-0.9.8-7.el7.noarch.rpm | 397 kB 00:00:00
(35/44): setools-libs-3.3.8-4.el7.x86_64.rpm | 620 kB 00:00:00
(36/44): python-pytoml-0.1.14-1.git7dea353.el7.noarch.rpm | 18 kB 00:00:00
(37/44): subscription-manager-1.24.48-1.el7.centos.x86_64.rpm | 1.1 MB 00:00:00
(38/44): python-six-1.9.0-2.el7.noarch.rpm | 29 kB 00:00:00
(39/44): subscription-manager-rhsm-1.24.48-1.el7.centos.x86_64.rpm | 333 kB 00:00:00
(40/44): python-syspurpose-1.24.48-1.el7.centos.x86_64.rpm | 274 kB 00:00:00
(41/44): subscription-manager-rhsm-certificates-1.24.48-1.el7.centos.x86_64.rpm | 237 kB 00:00:00
(42/44): slirp4netns-0.4.3-4.el7_8.x86_64.rpm | 81 kB 00:00:00
(43/44): yajl-2.0.4-4.el7.x86_64.rpm | 39 kB 00:00:00


总计 35 MB/s | 30 MB 00:00:00
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
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已安装:
docker.x86_64 2:1.13.1-208.git7d71120.el7_9

作为依赖被安装:
PyYAML.x86_64 0:3.10-11.el7
atomic-registries.x86_64 1:1.22.1-33.gitb507039.el7_8
audit-libs-python.x86_64 0:2.8.5-4.el7
checkpolicy.x86_64 0:2.5-8.el7
container-selinux.noarch 2:2.119.2-1.911c772.el7_8
container-storage-setup.noarch 0:0.11.0-2.git5eaf76c.el7
containers-common.x86_64 1:0.1.40-11.el7_8
docker-client.x86_64 2:1.13.1-208.git7d71120.el7_9
docker-common.x86_64 2:1.13.1-208.git7d71120.el7_9
fuse-overlayfs.x86_64 0:0.7.2-6.el7_8
fuse3-libs.x86_64 0:3.6.1-4.el7
libcgroup.x86_64 0:0.41-21.el7
libnl.x86_64 0:1.1.4-3.el7
libsemanage-python.x86_64 0:2.5-14.el7
libxml2-python.x86_64 0:2.9.1-6.el7.5
libyaml.x86_64 0:0.1.4-11.el7_0
oci-register-machine.x86_64 1:0-6.git2b44233.el7
oci-systemd-hook.x86_64 1:0.2.0-1.git05e6923.el7_6
oci-umount.x86_64 2:2.5-3.el7
policycoreutils-python.x86_64 0:2.5-34.el7
python-IPy.noarch 0:0.75-6.el7
python-backports.x86_64 0:1.0-8.el7
python-backports-ssl_match_hostname.noarch 0:3.5.0.1-1.el7
python-dateutil.noarch 0:1.5-7.el7
python-dmidecode.x86_64 0:3.12.2-4.el7
python-ethtool.x86_64 0:0.8-8.el7
python-inotify.noarch 0:0.9.4-4.el7
python-ipaddress.noarch 0:1.0.16-2.el7
python-pytoml.noarch 0:0.1.14-1.git7dea353.el7
python-setuptools.noarch 0:0.9.8-7.el7
python-six.noarch 0:1.9.0-2.el7
python-syspurpose.x86_64 0:1.24.48-1.el7.centos
setools-libs.x86_64 0:3.3.8-4.el7
slirp4netns.x86_64 0:0.4.3-4.el7_8
subscription-manager.x86_64 0:1.24.48-1.el7.centos
subscription-manager-rhsm.x86_64 0:1.24.48-1.el7.centos
subscription-manager-rhsm-certificates.x86_64 0:1.24.48-1.el7.centos
usermode.x86_64 0:1.111-6.el7
yajl.x86_64 0:2.0.4-4.el7

作为依赖被升级:
audit.x86_64 0:2.8.5-4.el7 audit-libs.x86_64 0:2.8.5-4.el7 libxml2.x86_64 0:2.9.1-6.el7.5
policycoreutils.x86_64 0:2.5-34.el7

完毕!

启动 Docker 后台服务:

service docker start

[root@hadoop4 ~]# service docker start
Redirecting to /bin/systemctl start docker.service

拉取预安装 PaddlePaddle 的镜像

docker pull registry.baidubce.com/paddlepaddle/paddle:2.3.2
Trying to pull repository registry.baidubce.com/paddlepaddle/paddle …
2.3.2: Pulling from registry.baidubce.com/paddlepaddle/paddle
feac53061382: Pull complete
f2763412762d: Pull complete
ca77a8a0ab16: Pull complete
90a4697db0ff: Pull complete
f86dacb6aacb: Pull complete
c96f0206618d: Pull complete
dabb8e7dc249: Pull complete
1aca696ba94c: Pull complete
444c61d9fda2: Pull complete
3ef6d603da88: Pull complete
01daa42ab94c: Pull complete
d5b610e6b36e: Pull complete
2cb406285be8: Pull complete
b45f6c95cccc: Pull complete
f151215f294d: Pull complete
36fe5c9303f5: Pull complete
29c7e4bcebaf: Pull complete
1c4d237e5a24: Pull complete
c3f90dad5045: Pull complete
e9facf0cd033: Pull complete
2bbfe6f30c0a: Pull complete
675e3f2ad5d5: Pull complete
fdd789a77fdb: Pull complete
7ebb0cdf3438: Pull complete
5dc7799fb5cd: Pull complete
6bb81e1a936c: Pull complete
04dd03be0ab0: Pull complete
3b2f217a6076: Pull complete
7383c4a7ce2d: Pull complete
7456481bfdb4: Pull complete
74648893443c: Pull complete
7f67f1c7fdec: Pull complete
Digest: sha256:662574f2bb514df6803759d48defa8ab22fd83dea7b4bba96cb110a5c50ef0a1
Status: Downloaded newer image for registry.baidubce.com/paddlepaddle/paddle:2.3.2

[root@hadoop4 ~]# docker images
REPOSITORY TAG IMAGE ID CREATED SIZE
registry.baidubce.com/paddlepaddle/paddle 2.3.2 32b0dd35f877 5 weeks ago 4.45 GB
[root@hadoop4 ~]#

用镜像构建并进入Docker容器

[root@hadoop4 ~]# docker run --name paddle_docker -it -v $PWD:/paddle registry.baidubce.com/paddlepaddle/paddle:2.3.2 /bin/bash

pip安装pytest-runner

λ 87ab8bb680bf /home pip install pytest-runner
Collecting pytest-runner
Downloading pytest_runner-6.0.0-py3-none-any.whl (7.2 kB)
Installing collected packages: pytest-runner
Successfully installed pytest-runner-6.0.0

pip安装paddlespeech

λ 87ab8bb680bf /home pip install paddlespeech
Collecting paddlespeech
Downloading paddlespeech-1.1.3-py3-none-any.whl (1.3 MB)
|████████████████████████████████| 1.3 MB 971 kB/s
Collecting sentencepiece~=0.1.96
Downloading sentencepiece-0.1.97-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)
|████████████████████████████████| 1.3 MB 38.2 MB/s
Collecting webrtcvad
Downloading webrtcvad-2.0.10.tar.gz (66 kB)
|████████████████████████████████| 66 kB 18.5 MB/s
Collecting braceexpand
Downloading braceexpand-0.1.7-py2.py3-none-any.whl (5.9 kB)
Collecting g2p-en
Downloading g2p_en-2.1.0-py3-none-any.whl (3.1 MB)
|████████████████████████████████| 3.1 MB 32.2 MB/s
Collecting pybind11
Downloading pybind11-2.10.0-py3-none-any.whl (213 kB)
|████████████████████████████████| 213 kB 35.9 MB/s
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Downloading loguru-0.6.0-py3-none-any.whl (58 kB)
|████████████████████████████████| 58 kB 11.1 MB/s
Collecting onnxruntime1.10.0
Downloading onnxruntime-1.10.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.9 MB)
|████████████████████████████████| 4.9 MB 48.8 MB/s
Requirement already satisfied: Pillow>=9.0.0 in /usr/local/lib/python3.7/dist-packages (from paddlespeech) (9.2.0)
Collecting soundfile~=0.10
Downloading SoundFile-0.10.3.post1-py2.py3-none-any.whl (21 kB)
Requirement already satisfied: protobuf<=3.20.0,>=3.1.0 in /usr/local/lib/python3.7/dist-packages (from paddlespeech) (3.20.0)
Collecting colorlog
Downloading colorlog-6.7.0-py2.py3-none-any.whl (11 kB)
Collecting scipy
Downloading scipy-1.7.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (38.1 MB)
|████████████████████████████████| 38.1 MB 28.8 MB/s
Collecting prettytable
Downloading prettytable-3.4.1-py3-none-any.whl (26 kB)
Collecting pathos
0.2.8
Downloading pathos-0.2.8-py2.py3-none-any.whl (81 kB)
|████████████████████████████████| 81 kB 34.8 MB/s
Collecting opencc
Downloading OpenCC-1.1.4-cp37-cp37m-manylinux1_x86_64.whl (769 kB)
|████████████████████████████████| 769 kB 46.9 MB/s
Collecting zhon
Downloading zhon-1.1.5.tar.gz (99 kB)
|████████████████████████████████| 99 kB 24.3 MB/s
Collecting yacs~=0.1.8
Downloading yacs-0.1.8-py3-none-any.whl (14 kB)
Collecting kaldiio
Downloading kaldiio-2.17.2.tar.gz (24 kB)
Collecting visualdl
Downloading visualdl-2.4.1-py3-none-any.whl (4.9 MB)
|████████████████████████████████| 4.9 MB 34.3 MB/s
Collecting paddlenlp
Downloading paddlenlp-2.4.0-py3-none-any.whl (1.8 MB)
|████████████████████████████████| 1.8 MB 26.4 MB/s
Collecting jsonlines
Downloading jsonlines-3.1.0-py3-none-any.whl (8.6 kB)
Collecting uvicorn
Downloading uvicorn-0.18.3-py3-none-any.whl (57 kB)
|████████████████████████████████| 57 kB 23.5 MB/s
Collecting resampy0.2.2
Downloading resampy-0.2.2.tar.gz (323 kB)
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Collecting textgrid
Downloading TextGrid-1.5-py3-none-any.whl (10.0 kB)
Collecting typeguard
Downloading typeguard-2.13.3-py3-none-any.whl (17 kB)
Collecting praatio
5.0.0
Downloading praatio-5.0.0-py3-none-any.whl (76 kB)
|████████████████████████████████| 76 kB 10.8 MB/s
Collecting tqdm
Downloading tqdm-4.64.1-py2.py3-none-any.whl (78 kB)
|████████████████████████████████| 78 kB 26.8 MB/s
Requirement already satisfied: python-dateutil in /usr/local/lib/python3.7/dist-packages (from paddlespeech) (2.8.2)
Collecting pandas
Downloading pandas-1.3.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.3 MB)
|████████████████████████████████| 11.3 MB 56.8 MB/s
Collecting g2pM
Downloading g2pM-0.1.2.5-py3-none-any.whl (1.7 MB)
|████████████████████████████████| 1.7 MB 44.0 MB/s
Collecting nara-wpe
Downloading nara_wpe-0.0.8-py3-none-any.whl (33 kB)
Collecting matplotlib
Downloading matplotlib-3.5.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (11.2 MB)
|████████████████████████████████| 11.2 MB 35.8 MB/s
Collecting sacrebleu
Downloading sacrebleu-2.2.1-py3-none-any.whl (116 kB)
|████████████████████████████████| 116 kB 40.5 MB/s
Collecting librosa0.8.1
Downloading librosa-0.8.1-py3-none-any.whl (203 kB)
|████████████████████████████████| 203 kB 49.3 MB/s
Collecting jieba
Downloading jieba-0.42.1.tar.gz (19.2 MB)
|████████████████████████████████| 19.2 MB 35.8 MB/s
Collecting pattern-singleton
Downloading pattern_singleton-1.2.0.tar.gz (10 kB)
Collecting pypinyin
Downloading pypinyin-0.47.1-py2.py3-none-any.whl (1.4 MB)
|████████████████████████████████| 1.4 MB 37.3 MB/s
Collecting websockets
Downloading websockets-10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (112 kB)
|████████████████████████████████| 112 kB 39.5 MB/s
Collecting editdistance
Downloading editdistance-0.6.0-cp37-cp37m-manylinux2010_x86_64.whl (285 kB)
|████████████████████████████████| 285 kB 45.4 MB/s
Collecting timer
Downloading timer-0.2.2-py3-none-any.whl (7.8 kB)
Requirement already satisfied: pyyaml in /usr/local/lib/python3.7/dist-packages (from paddlespeech) (6.0)
Collecting inflect
Downloading inflect-6.0.0-py3-none-any.whl (34 kB)
Collecting paddlespeech-feat
Downloading paddlespeech_feat-0.1.0-py3-none-any.whl (12 kB)
Collecting pyworld
0.2.12
Downloading pyworld-0.2.12.tar.gz (222 kB)
|████████████████████████████████| 222 kB 45.2 MB/s
Collecting pypinyin-dict
Downloading pypinyin_dict-0.3.0-py2.py3-none-any.whl (9.5 MB)
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Building wheels for collected packages: webrtcvad, zhon, kaldiio, resampy, jieba, pattern-singleton, pyworld, distance, seqeval, audioread, future
Building wheel for webrtcvad (setup.py) … done
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Successfully built webrtcvad zhon kaldiio resampy jieba pattern-singleton pyworld distance seqeval audioread future
ERROR: paddlenlp 2.4.0 has requirement dill<0.3.5, but you’ll have dill 0.3.5.1 which is incompatible.
ERROR: paddlenlp 2.4.0 has requirement multiprocess<=0.70.12.2, but you’ll have multiprocess 0.70.13 which is incompatible.
Installing collected packages: sentencepiece, webrtcvad, braceexpand, pydantic, inflect, click, joblib, regex, tqdm, nltk, distance, g2p-en, pybind11, loguru, flatbuffers, onnxruntime, pycparser, cffi, soundfile, colorlog, scipy, prettytable, pox, ppft, multiprocess, pathos, opencc, zhon, yacs, kaldiio, MarkupSafe, Jinja2, itsdangerous, Werkzeug, flask, pytz, pandas, future, pycryptodome, bce-python-sdk, cycler, fonttools, kiwisolver, matplotlib, Babel, Flask-Babel, visualdl, jieba, threadpoolctl, scikit-learn, seqeval, paddle2onnx, colorama, huggingface-hub, pyarrow, multidict, yarl, frozenlist, aiosignal, asynctest, async-timeout, aiohttp, fsspec, responses, xxhash, datasets, paddlefsl, paddlenlp, jsonlines, h11, uvicorn, llvmlite, numba, resampy, textgrid, typeguard, praatio, g2pM, bottleneck, nara-wpe, tabulate, portalocker, lxml, sacrebleu, appdirs, pooch, audioread, librosa, pattern-singleton, pypinyin, websockets, editdistance, timer, mock, paddlespeech-feat, cython, pyworld, pypinyin-dict, h5py, sniffio, anyio, starlette, fastapi, paddlespeech
Successfully installed Babel-2.10.3 Flask-Babel-2.0.0 Jinja2-3.1.2 MarkupSafe-2.1.1 Werkzeug-2.2.2 aiohttp-3.8.3 aiosignal-1.2.0 anyio-3.6.1 appdirs-1.4.4 async-timeout-4.0.2 asynctest-0.13.0 audioread-3.0.0 bce-python-sdk-0.8.74 bottleneck-1.3.5 braceexpand-0.1.7 cffi-1.15.1 click-8.1.3 colorama-0.4.5 colorlog-6.7.0 cycler-0.11.0 cython-0.29.32 datasets-2.5.1 distance-0.1.3 editdistance-0.6.0 fastapi-0.85.0 flask-2.2.2 flatbuffers-2.0.7 fonttools-4.37.3 frozenlist-1.3.1 fsspec-2022.8.2 future-0.18.2 g2p-en-2.1.0 g2pM-0.1.2.5 h11-0.14.0 h5py-3.7.0 huggingface-hub-0.9.1 inflect-6.0.0 itsdangerous-2.1.2 jieba-0.42.1 joblib-1.2.0 jsonlines-3.1.0 kaldiio-2.17.2 kiwisolver-1.4.4 librosa-0.8.1 llvmlite-0.39.1 loguru-0.6.0 lxml-4.9.1 matplotlib-3.5.3 mock-4.0.3 multidict-6.0.2 multiprocess-0.70.13 nara-wpe-0.0.8 nltk-3.7 numba-0.56.2 onnxruntime-1.10.0 opencc-1.1.4 paddle2onnx-1.0.0 paddlefsl-1.1.0 paddlenlp-2.4.0 paddlespeech-1.1.3 paddlespeech-feat-0.1.0 pandas-1.3.5 pathos-0.2.8 pattern-singleton-1.2.0 pooch-1.6.0 portalocker-2.5.1 pox-0.3.1 ppft-1.7.6.5 praatio-5.0.0 prettytable-3.4.1 pyarrow-9.0.0 pybind11-2.10.0 pycparser-2.21 pycryptodome-3.15.0 pydantic-1.10.2 pypinyin-0.47.1 pypinyin-dict-0.3.0 pytz-2022.2.1 pyworld-0.2.12 regex-2022.9.13 resampy-0.2.2 responses-0.18.0 sacrebleu-2.2.1 scikit-learn-1.0.2 scipy-1.7.3 sentencepiece-0.1.97 seqeval-1.2.2 sniffio-1.3.0 soundfile-0.10.3.post1 starlette-0.20.4 tabulate-0.8.10 textgrid-1.5 threadpoolctl-3.1.0 timer-0.2.2 tqdm-4.64.1 typeguard-2.13.3 uvicorn-0.18.3 visualdl-2.4.1 webrtcvad-2.0.10 websockets-10.3 xxhash-3.0.0

第一个一步之遥:安装sndfile library

此时距离成功一步之遥,还需要安装sndfile。

apt-get update

λ 87ab8bb680bf /home apt-get update
Get:1 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]
Hit:2 http://archive.ubuntu.com/ubuntu bionic InRelease
Get:3 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]
Get:4 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease [15.9 kB]
Get:5 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [2,990 kB]
Get:6 http://archive.ubuntu.com/ubuntu bionic-backports InRelease [83.3 kB]
Get:7 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic/main amd64 Packages [45.2 kB]
Get:8 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [2,322 kB]
Get:9 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [3,422 kB]
Get:10 http://archive.ubuntu.com/ubuntu bionic-updates/restricted amd64 Packages [1,202 kB]
Get:11 http://archive.ubuntu.com/ubuntu bionic-backports/main amd64 Packages [64.0 kB]
Get:12 http://archive.ubuntu.com/ubuntu bionic-backports/universe amd64 Packages [20.6 kB]
Get:13 http://security.ubuntu.com/ubuntu bionic-security/restricted amd64 Packages [1,161 kB]
Get:14 http://security.ubuntu.com/ubuntu bionic-security/universe amd64 Packages [1,545 kB]
Fetched 13.0 MB in 24s (536 kB/s)
Reading package lists… Done

apt-get install libsndfile1

λ 87ab8bb680bf /home apt-get install libsndfile1
Reading package lists… Done
Building dependency tree
Reading state information… Done
The following additional packages will be installed:
libflac8 libogg0 libvorbis0a libvorbisenc2
The following NEW packages will be installed:
libflac8 libogg0 libsndfile1 libvorbis0a libvorbisenc2
0 upgraded, 5 newly installed, 0 to remove and 40 not upgraded.
Need to get 557 kB of archives.
After this operation, 2,051 kB of additional disk space will be used.
Do you want to continue? [Y/n] y
Get:1 http://archive.ubuntu.com/ubuntu bionic/main amd64 libogg0 amd64 1.3.2-1 [17.2 kB]
Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libflac8 amd64 1.3.2-1 [213 kB]
Get:3 http://archive.ubuntu.com/ubuntu bionic/main amd64 libvorbis0a amd64 1.3.5-4.2 [86.4 kB]
Get:4 http://archive.ubuntu.com/ubuntu bionic/main amd64 libvorbisenc2 amd64 1.3.5-4.2 [70.7 kB]
Get:5 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libsndfile1 amd64 1.0.28-4ubuntu0.18.04.2 [170 kB]
Fetched 557 kB in 4s (132 kB/s)
debconf: delaying package configuration, since apt-utils is not installed
Selecting previously unselected package libogg0:amd64.
(Reading database … 26526 files and directories currently installed.)
Preparing to unpack …/libogg0_1.3.2-1_amd64.deb …
Unpacking libogg0:amd64 (1.3.2-1) …
Selecting previously unselected package libflac8:amd64.
Preparing to unpack …/libflac8_1.3.2-1_amd64.deb …
Unpacking libflac8:amd64 (1.3.2-1) …
Selecting previously unselected package libvorbis0a:amd64.
Preparing to unpack …/libvorbis0a_1.3.5-4.2_amd64.deb …
Unpacking libvorbis0a:amd64 (1.3.5-4.2) …
Selecting previously unselected package libvorbisenc2:amd64.
Preparing to unpack …/libvorbisenc2_1.3.5-4.2_amd64.deb …
Unpacking libvorbisenc2:amd64 (1.3.5-4.2) …
Selecting previously unselected package libsndfile1:amd64.
Preparing to unpack …/libsndfile1_1.0.28-4ubuntu0.18.04.2_amd64.deb …
Unpacking libsndfile1:amd64 (1.0.28-4ubuntu0.18.04.2) …
Setting up libogg0:amd64 (1.3.2-1) …
Setting up libvorbis0a:amd64 (1.3.5-4.2) …
Setting up libflac8:amd64 (1.3.2-1) …
Setting up libvorbisenc2:amd64 (1.3.5-4.2) …
Setting up libsndfile1:amd64 (1.0.28-4ubuntu0.18.04.2) …
Processing triggers for libc-bin (2.27-3ubuntu1.4) …
λ 87ab8bb680bf /home

第二个一步之遥 安装ctc

第一次运行paddlespeech 进行识别时,它会自动下载安装CTC
wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav

paddlespeech asr --lang zh --input zh.wav
λ 095edf302bbd /home paddlespeech asr --lang zh --input zh.wav
grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
/usr/local/lib/python3.7/dist-packages/librosa/core/constantq.py:1059: DeprecationWarning: ​​​np.complex​​​ is a deprecated alias for the builtin ​​complex​​​. To silence this warning, use ​​complex​​​ by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use ​​np.complex128​​​ here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
dtype=np.complex,
100%|█████████████████████████████████████████████████████████████████████████████| 466988/466988 [00:19<00:00, 23739.53it/s]
WARNING: pip is being invoked by an old script wrapper. This will fail in a future version of pip.
Please see https://github.com/pypa/pip/issues/5599 for advice on fixing the underlying issue.
To avoid this problem you can invoke Python with ‘-m pip’ instead of running pip directly.
Collecting paddlespeech_ctcdecoders
Downloading paddlespeech_ctcdecoders-0.2.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (16.8 MB)
|████████████████████████████████| 16.8 MB 977 kB/s
Installing collected packages: paddlespeech-ctcdecoders
Successfully installed paddlespeech-ctcdecoders-0.2.1
我认为跑步最重要的就是给我带来了身体健康λ 095edf302bbd /home

验证测试,paddlespeech支持最大时长200秒

docker cp ORIG05007971_20220926105342_18631014368_talk.wav 095edf302bbd:/home/
λ 095edf302bbd /home paddlespeech asr --lang zh --input ORIG05007971_20220926105342_18631014368_talk.wav
grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
/usr/local/lib/python3.7/dist-packages/librosa/core/constantq.py:1059: DeprecationWarning: ​​​np.complex​​​ is a deprecated alias for the builtin ​​complex​​​. To silence this warning, use ​​complex​​​ by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use ​​np.complex128​​​ here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
dtype=np.complex,
[2022-09-26 07:24:52,893] [ ERROR] - Please input audio file less then 200.0 seconds

验证测试,paddlespeech支持最大时长200秒-低于200秒

λ 095edf302bbd /home paddlespeech asr --lang zh --input ORIG05007971_20220926105342_18631014368_talk_c.wav
grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
/usr/local/lib/python3.7/dist-packages/librosa/core/constantq.py:1059: DeprecationWarning: ​​​np.complex​​​ is a deprecated alias for the builtin ​​complex​​​. To silence this warning, use ​​complex​​​ by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use ​​np.complex128​​​ here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
dtype=np.complex,
哎我说你应该给我电了也你差个盒五爸爸三十个赞回他咋来可是不吃饭交完饭的就那个电视出的费都没有脸是出的费来黄月坤那五十电视出了现出个十块是饭啥夜我也这个带块一月交二电视等会儿我看一眼我我看他那个初费看不明白是啥用等会查着他手机号是个啥的我零瓶哥就上回那个告酬那个座机他不是没加床呀我现在去给他从家我该打出我都都不敢做了我可不知得了出了十块个那个出门每个月出一年一到六百家的几块七点二吧他没能去不了啥能去的呢能挂去这个去这还看了电视是吧我还给我我开什么嘛事电视是吧对光把电视去了我现那个一六份第六时啥都就这个人那去那给我去来吧要回要把知溜啥的脑袋行让我看看五十五他这个他这个机顶盒时候没交钱呀我说时到鸡天盒拿回去不是我说他平常这个机顶盒事没交费啊几个水就是那那


标签:kB,00,x86,paddlespeech,python,64,语音,docker,el7
From: https://blog.51cto.com/u_15942605/6025738

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