通过zabbix自带api进行主机的批量添加操作
通过zabbix自带api进行批量添加主机
我们需要监控一台服务器的时候，当客户端装好zabbix-agent端并正确配置以后，需要在zabbix-server的web gui界面进行添加zabbix-agent操作，填写host_name，访问名，ip地址,端口还有模板等信息
这样操作比较方便，但当我们需要添加的主机有上百台甚至千台时效率就比较低了，一般有如下解决方案：
1.通过自动发现，自动注册主机
2.通过zabbix_api的方式进行批量操作
今天我们使用第二种方式进行操作，定制性较强，不容易出错
主要是通过读取excel主机列表信息，发送post请求操作zabbix的api进行主机自动添加
环境：
zabbix版本: zabbix3.0.4
python版本：python2.7
api参考文档
# https://www.zabbix.com/documentation/3.0/manual/api
host列表信息如下
批量添加主机的zabbix_api代码：
#coding:utf-8 import json
import urllib2
from urllib2 import URLError
import sys
import xlrd # 测试ok
class ZabbixTools:
def __init__(self):
#self.url = 'http://10.11.0.215/zabbix/api_jsonrpc.php']
# 一般不需要带/zabbix这个路径，否则可能无法找到api
self.url = 'http://10.11.0.215/api_jsonrpc.php'
self.header = {"Content-Type":"application/json"} # 登陆验证
def user_login(self):
data = json.dumps({
"jsonrpc": "2.0",
"method": "user.login",
"params": {
"user": 'admin',
"password": 'zabbix'
},
"id": 0
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Auth Failed, please Check your name and password:", e.code
else:
response = json.loads(result.read())
result.close()
self.authID = response['result']
return self.authID # 获取主机
def host_get(self,hostName):
data = json.dumps({
"jsonrpc":"2.0",
"method":"host.get",
"params":{
"output":["hostid","name"],
"filter":{"host":hostName}
},
"auth":self.user_login(),
"id":1,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
if hasattr(e, 'reason'):
print 'We failed to reach a server.'
print 'Reason: ', e.reason
elif hasattr(e, 'code'):
print 'The server could not fulfill the request.'
print 'Error code: ', e.code
else:
response = json.loads(result.read())
result.close()
print "Number Of %s: " % hostName, len(response['result'])
lens=len(response['result'])
if lens > 0:
return response['result'][0]['name']
else:
return "" # 获取主机组
def hostgroup_get(self, hostgroupName):
data = json.dumps({
"jsonrpc":"2.0",
"method":"hostgroup.get",
"params":{
"output": "extend",
"filter": {
"name": [
hostgroupName,
]
}
},
"auth":self.user_login(),
"id":1,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close() lens=len(response['result'])
if lens > 0:
self.hostgroupID = response['result'][0]['groupid']
return response['result'][0]['groupid']
else:
print "no GroupGet result"
return "" # 获取模板
def template_get(self, templateName):
data = json.dumps({
"jsonrpc":"2.0",
"method": "template.get",
"params": {
"output": "extend",
"filter": {
"host": [
templateName,
]
}
},
"auth":self.user_login(),
"id":1,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
self.templateID = response['result'][0]['templateid']
return response['result'][0]['templateid'] # 创建host
#def host_create(self, hostName,visibleName,hostIp,dnsName,proxyName, hostgroupName, templateName1, templateName2):
def host_create(self, hostName,visibleName,hostIp, hostgroupName, templateName1):
data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": 1,
"main": 1,
"useip": 1,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) }
],
},
"auth": self.user_login(),
"id":1
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][0])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # 创建host，两个模板
def host_create_with2templates(self, hostName,visibleName,hostIp, hostgroupName, templateName1, templateName2):
data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": 1,
"main": 1,
"useip": 1,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) },
{
"templateid": self.template_get(templateName2) }
],
},
"auth": self.user_login(),
"id":1
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][0])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # 创建host，两个模板
def host_create_with3templates(self, hostName,visibleName,hostIp, hostgroupName, templateName1, templateName2, templateName3):
data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": 1,
"main": 1,
"useip": 1,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) },
{
"templateid": self.template_get(templateName2) },
{
"templateid": self.template_get(templateName3) }
],
},
"auth": self.user_login(),
"id":1
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][0])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # zabbix_proxy获取函数
def proxy_get(self, ProxyName):
data = json.dumps({
"jsonrpc":"2.0",
"method": "proxy.get",
"params": {
"output": "extend",
"selectInterface": "extend",
"filter": {
"host": [ ProxyName, ]
}
},
"auth":self.user_login(),
"id":1,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
self.templateID = response['result'][0]['proxyid']
return response['result'][0]['proxyid'] # 程序的入口
if __name__ == "__main__":
# 实例化ZabbixTools对象
test = ZabbixTools() #result = test.host_get('node5.chinasoft.com')
#print result # 获取host列表
workbook = xlrd.open_workbook('host_list.xls')
for row in xrange(workbook.sheets()[0].nrows):
hostname=workbook.sheets()[0].cell(row,0).value
visible=workbook.sheets()[0].cell(row,1).value
hostip=workbook.sheets()[0].cell(row,2).value
#dnsname=workbook.sheets()[0].cell(row,3).value
#proxy=workbook.sheets()[0].cell(row,4).value
hostgroup=workbook.sheets()[0].cell(row,3).value
hosttemp=workbook.sheets()[0].cell(row,4).value
hosttemp2=workbook.sheets()[0].cell(row,5).value
hosttemp3=workbook.sheets()[0].cell(row,6).value hostgroup=hostgroup.strip() hostnameGet=test.host_get(hostname) if hostnameGet.strip() != '':
print "%s have exist! Cannot recreate !\n" % hostnameGet
continue # 主机有三个模板的情况
if hostnameGet.strip() == '' and hosttemp != '' and hosttemp2 != '' and hosttemp3 != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp + ',' + hosttemp2 + ',' + hosttemp3
test.host_create_with3templates(hostname,visible,hostip,hostgroup,hosttemp,hosttemp2,hosttemp3)
continue # 两个模板的情况
if hostnameGet.strip() == '' and hosttemp != '' and hosttemp2 != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp + ',' + hosttemp2
test.host_create_with2templates(hostname,visible,hostip,hostgroup,hosttemp,hosttemp2)
continue # 一个模板的情况
if hostnameGet.strip() == '' and hosttemp != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp
test.host_create(hostname,visible,hostip,hostgroup,hosttemp)
#coding:utf- import json
import urllib2
from urllib2 import URLError
import sys
import xlrd # 定义zabbix工具类
# 需要修改zabbix_server的url登录服务端的账号密码
class ZabbixTools:
def __init__(self):
self.url = 'http://10.11.0.215/zabbix/api_jsonrpc.php'
# self.url = 'http://10.11.0.215/api_jsonrpc.php'
self.header = {"Content-Type":"application/json"} # 登陆验证
def user_login(self):
data = json.dumps({
"jsonrpc": "2.0",
"method": "user.login",
"params": {
"user": 'admin',
"password": 'pass'
},
"id":
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Auth Failed, please Check your name and password:", e.code
else:
response = json.loads(result.read())
result.close()
self.authID = response['result']
return self.authID # 获取主机
def host_get(self,hostName):
data = json.dumps({
"jsonrpc":"2.0",
"method":"host.get",
"params":{
"output":["hostid","name"],
"filter":{"host":hostName}
},
"auth":self.user_login(),
"id":,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
if hasattr(e, 'reason'):
print 'We failed to reach a server.'
print 'Reason: ', e.reason
elif hasattr(e, 'code'):
print 'The server could not fulfill the request.'
print 'Error code: ', e.code
else:
response = json.loads(result.read())
result.close()
print "Number Of %s: " % hostName, len(response['result'])
lens=len(response['result'])
if lens > :
return response['result'][]['name']
else:
return "" # 获取主机组
def hostgroup_get(self, hostgroupName):
data = json.dumps({
"jsonrpc":"2.0",
"method":"hostgroup.get",
"params":{
"output": "extend",
"filter": {
"name": [
hostgroupName,
]
}
},
"auth":self.user_login(),
"id":,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close() lens=len(response['result'])
if lens > :
self.hostgroupID = response['result'][]['groupid']
return response['result'][]['groupid']
else:
print "no GroupGet result"
return "" # 获取模板
def template_get(self, templateName):
data = json.dumps({
"jsonrpc":"2.0",
"method": "template.get",
"params": {
"output": "extend",
"filter": {
"host": [
templateName,
]
}
},
"auth":self.user_login(),
"id":,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
# print 'template_get_result:%s' % response['result']
self.templateID = response['result'][]['templateid']
return response['result'][]['templateid'] # 创建主机组hostgroup
def hostgroup_create(self, hostgroupName): data = json.dumps({
"jsonrpc": "2.0",
"method": "hostgroup.create",
"params": {
"name": hostgroupName
},
"auth": self.user_login(),
"id":
})
# print "hostgroupid:|%s|" % hostgroupid
# 查询主机组是否存在，如果不存在就创建
hostgroupid = self.hostgroup_get(hostgroupName)
if hostgroupid == '':
request = urllib2.Request(self.url, data)
for key in self.header: request.add_header(key, self.header[key])
try:
result = urllib2.urlopen(request)
print 'result:%s' % result
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
# print 'result groupid:%s' % response['result']['groupids']
return response['result']['groupids'] # 创建host
#def host_create(self, hostName,visibleName,hostIp,dnsName,proxyName, hostgroupName, templateName1, templateName2):
def host_create(self, hostName,visibleName,hostIp, hostgroupName, templateName1): data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": ,
"main": ,
"useip": ,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) }
],
},
"auth": self.user_login(),
"id":
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # 创建host，两个模板
def host_create_with2templates(self, hostName,visibleName,hostIp, hostgroupName, templateName1, templateName2): data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": ,
"main": ,
"useip": ,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) },
{
"templateid": self.template_get(templateName2) }
],
},
"auth": self.user_login(),
"id":
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # 创建host，3个模板
def host_create_with3templates(self, hostName,visibleName,hostIp, hostgroupName, templateName1, templateName2, templateName3): data = json.dumps({
"jsonrpc":"2.0",
"method":"host.create",
"params":{
"host": hostName,
"name": visibleName,
#"proxy_hostid": self.proxy_get(proxyName),
"interfaces": [
{
"type": ,
"main": ,
"useip": ,
"ip": hostIp,
"dns": "",
"port": ""
}
],
"groups": [
{
"groupid": self.hostgroup_get(hostgroupName)
}
],
"templates": [
{
"templateid": self.template_get(templateName1) },
{
"templateid": self.template_get(templateName2) },
{
"templateid": self.template_get(templateName3) }
],
},
"auth": self.user_login(),
"id":
})
request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
print "host : %s is created! id is %s\n" % (hostip, response['result']['hostids'][])
self.hostid = response['result']['hostids']
return response['result']['hostids'] # zabbix_proxy获取函数
def proxy_get(self, ProxyName):
data = json.dumps({
"jsonrpc":"2.0",
"method": "proxy.get",
"params": {
"output": "extend",
"selectInterface": "extend",
"filter": {
"host": [ ProxyName, ]
}
},
"auth":self.user_login(),
"id":,
}) request = urllib2.Request(self.url, data)
for key in self.header:
request.add_header(key, self.header[key]) try:
result = urllib2.urlopen(request)
except URLError as e:
print "Error as ", e
else:
response = json.loads(result.read())
result.close()
self.templateID = response['result'][]['proxyid']
return response['result'][]['proxyid'] # 程序的入口
if __name__ == "__main__":
# 实例化ZabbixTools对象
test = ZabbixTools() # 读取excel的每一行，获取host信息列表 workbook = xlrd.open_workbook('host_list02.xls')
for row in xrange(workbook.sheets()[].nrows):
hostname=workbook.sheets()[].cell(row,).value
visible=workbook.sheets()[].cell(row,).value
hostip=workbook.sheets()[].cell(row,).value
#dnsname=workbook.sheets()[].cell(row,).value
#proxy=workbook.sheets()[].cell(row,).value
hostgroup=workbook.sheets()[].cell(row,).value
hosttemp=workbook.sheets()[].cell(row,).value
hosttemp2=workbook.sheets()[].cell(row,).value
hosttemp3=workbook.sheets()[].cell(row,).value hostgroup=hostgroup.strip()
# 判断是否有这个主机组，如果没有就创建
hostgroupid = test.hostgroup_get(hostgroup)
if hostgroupid == '':
test.hostgroup_create(hostgroup) hostnameGet=test.host_get(hostname) if hostnameGet.strip() != '':
print "%s have exist! Cannot recreate !\n" % hostnameGet
continue
# 目前只支持有3个模板的主机，如果有更多模板，需要修改函数，必须保证每一个模板在server端都是存在的否则会报错
if hostnameGet.strip() == '' and hosttemp != '' and hosttemp2 != '' and hosttemp3 != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp + ',' + hosttemp2 + ',' + hosttemp3
test.host_create_with3templates(hostname,visible,hostip,hostgroup,hosttemp,hosttemp2,hosttemp3)
continue if hostnameGet.strip() == '' and hosttemp != '' and hosttemp2 != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp + ',' + hosttemp2
test.host_create_with2templates(hostname,visible,hostip,hostgroup,hosttemp,hosttemp2)
continue if hostnameGet.strip() == '' and hosttemp != '':
print hostname + ',' + visible + ',' + hostip + ',' + hostgroup + ',' + hosttemp
test.host_create(hostname,visible,hostip,hostgroup,hosttemp)
通过zabbix自带api进行主机的批量添加操作的更多相关文章
- Zabbix 4.0 API 实践，主机/主机群组 批量添加模板和删除模板
场景 我们日常在管理Zabbix 的时候,经常会需要批量添加模板和批量删除模板,Zabbix页面是提供的批量链接的功能,但是它链接的也只是当前页的主机,我们想扩展这个功能,在链接的时候,可以批量链接整 ...
- 通过Zabbix API实现对主机的增加(无主机资产的添加和带主机资产的添加)、删除、获取主机id、获取模板id、获取组id
config.yaml存储zabbix的信息(主要包括zabbix server的url .请求头部.登陆的用户名密码) Zabbix_Config: zabbix_url: http://192.1 ...
- PHP通过ZABBIX API获取主机信息 VS 直接从数据库获取主机信息
最近项目需要获取linux主机的一些信息,如CPU使用率,内存使用情况等.由于我们本身就装了zabbix系统,所以我只用知道如何获取信息即可,总结有两种方法可以获取. 一.通过ZABBIX API获取 ...
- Zabbix使用python批量添加主机及主机资产信息-从零到无
- - 时间:2020年11月10日 - - 作者:飞翔的小胖猪 前言: 使用zabbix作为基础环境的监控系统时,面对现网在用的2000+台把这些主机添加到zabbix监控中是一个问题,当然zabb ...
- zabbix利用api批量添加item，并且批量配置添加graph
关于zabbix的API见,zabbixAPI 1item批量添加 我是根据我这边的具体情况来做的,本来想在模板里面添加item,但是看了看API不支持,只是支持在host里面添加,所以我先在一个ho ...
- 通过zabbix自带模板监控windowsPC机器
通过zabbix自带模板监控windowsPC机器 作者:尹正杰 版权声明:原创作品,谢绝转载!否则将追究法律责任. 欢迎加入:高级运维工程师之路 598432640 相信有很多 ...
- zabbix的Java API（一）
上文说了,我是对zabbix做第二次开发的小白,既然要对zabbix做第二次开发又是小白,那么就得来研究zabbix提供的相关API了. 于是我在zabbix网站各种找,终于在下面网址找到了: htt ...
- zabbix3.0.4使用shell脚本和zabbix自带模板两种方法添加对指定进程和端口的监控
zabbix3.0.4添加对进程的监控: 方法一:通过自定义命令进行监控 主要思路: 通过 ps -ef|grep sdk-push-1.0.0.jar |grep -v grep|wc -l 这个命 ...
- zabbix通过snmp监控linux主机
1.安装net-snmp [root@db01 ~]# yum install -y net-snmp 2.修改配置文件 [root@db01 ~]# vim /etc/snmp/snmpd.conf ...
随机推荐
- java读大文件最快性能【转】
java读大文件最快性能 完全引用自: 几种读大文件方法的效率对比测试 据说1.88g只要5秒左右,未亲测. /** * 读大文件 * BufferedReader + char[] * @throw ...
- linux下使用sftp【转】
. 本文完全引用自: http://www.cnblogs.com/kaituorensheng/p/5797753.html 何为sftp sftp是Secure File Transfer Pro ...
- 【1】【leetcode-92】 反转链表 II
(没过,以为简单,结构链表指针搞得很复杂出错.是有捷径的,很典型题目要记住) 反转链表 II(medium) 反转从位置 m 到 n 的链表.请使用一趟扫描完成反转. 说明:1 ≤ m ≤ n ≤ 链 ...
- UESTC - 1999 也许这是唯一能阻止乐爷AK的方法( Just for Fun )（回文树）
https://vjudge.net/problem/UESTC-1999 题意 对于一个初始为空的字符串S,你可以进行以下两种操作: 1. 在S的末尾加一个小写字母. 2. 移除S的最后一个字母. ...
- hihoCoder #1457 : 后缀自动机四·重复旋律7（后缀自动机 + 拓扑排序)
http://hihocoder.com/problemset/problem/1457 val[i] 表示状态i所表示的所有字符串的十进制之和 ans= ∑ val[i]在后缀自动机上,从起始状态走 ...
- bzoj千题计划315：bzoj3172: [Tjoi2013]单词（AC自动机）
https://www.lydsy.com/JudgeOnline/problem.php?id=3172 构建AC自动机 在fail树上,点i的子树大小 表示trie树上根节点到i构成的单词 是 多 ...
- weblogic的基本概念
1.Domain,Administration Server, Managed Server 域包含一个或多个 WebLogic Server 实例. Domain 中包含一个特殊的 WebLogic ...
- centos 6.8安装redis
1. 下载到redis下载页面https://redis.io/download下载对应版本的reids安装包,如:redis-${version}.tar.gz . 2. 安装redis的详细安装步 ...
- Kali Linux之web安全扫描器skipfish使用
0x00.skipfish简介 谷歌公司出品的开源web程序评估软件. skipfish特点:CPU资源占用低,扫描速度快,每秒可以轻松处理2000个请求,误报率低. 1x00.skipfish使用 ...
- Empirical Evaluation of Speaker Adaptation on DNN based Acoustic Model
DNN声学模型说话人自适应的经验性评估 年3月27日 发表于:Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Pro ...