本地语言助手基于Sherpa Onnx的Wyoming STT/TTS Addon无惧断网纯离线

玩AI的辣条哥

支持一个，

物联网不互联

你好，我是在树莓派4b（4G）版本上运行，STT没有问题，但是TTS，但凡文字多一点（超过20个字样子）就没有朗读声音

ptbsare

物联网不互联 发表于 2025-2-14 22:01
你好，我是在树莓派4b（4G）版本上运行，STT没有问题，但是TTS，但凡文字多一点（超过20个字样子）就没有朗 ...

你好，个人主观推测可能有两种原因（我手上没有树莓派没有测试过）：
1、树莓派可用内存可能不太够OOM了。
2、CPU性能可能不够，跑的模型又太大导致合成时间太长（导致homeassistant认为TTS合成超时了？待验证），你可以多等一会儿。
打开DEBUG，在日志里面看下，有没有
”Sent TTS Chunk"
"Sent Audio Stop”
这样的字眼来判定模型究竟有没有把音频发送出去。
3、我不了解树莓派现在的性能水平是怎样的，跑TTS个人还是建议使用稍微强一些的CPU。

bugensui

报错内容如下，我用的是0.28版，是什么原因造成的，配置的威联通nas。j41245.  20G内存，用的是自定义模型列子

INFO:sherpa_onnx_addon:Synthesizing: 下午好，现在是北京时间
ERROR:asyncio:Task exception was never retrieved
future: <Task finished name='wyoming event handler' coro=<AsyncEventHandler.run() done, defined at /usr/local/lib/python3.11/dist-packages/wyoming/server.py:31> exception=ConnectionResetError('Connection lost')>
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/dist-packages/wyoming/server.py", line 41, in run
    if not (await self.handle_event(event)):
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/run.py", line 131, in handle_event
    await self.write_event(
  File "/usr/local/lib/python3.11/dist-packages/wyoming/server.py", line 29, in write_event
    await async_write_event(event, self.writer)
  File "/usr/local/lib/python3.11/dist-packages/wyoming/event.py", line 131, in async_write_event
    await writer.drain()
  File "/usr/lib/python3.11/asyncio/streams.py", line 378, in drain
DEBUG:sherpa_onnx_addon:Received event: Event(type='describe', data=None, payload=None)

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ptbsare

bugensui 发表于 2025-2-15 14:48
报错内容如下，我用的是0.28版，是什么原因造成的，配置的威联通nas。j41245.  20G内存，用的是自定义模型 ...

详细说下你的安装方式 docker的环境变量配置，与homeassistant是怎么安装的，看到你报的错是connection lost，这个跟模型关系不大可能是你的docker与homeassistant之间通信问题（Connection Reset日志）。
如果你要使用vits-melo-tts-zh_en这个模型已经不用自定义模型了 这个在0.2.9里面已经内置了，升级镜像到0.2.9然后设置TTS_MODEL环境变量即可，详见帖子更新日志。

bugensui

ptbsare 发表于 2025-2-15 15:55
详细说下你的安装方式 docker的环境变量配置，与homeassistant是怎么安装的，看到你报的错是connection l ...

配置如下，haos是部署在威联通nas的虚拟机里的，docker也是部署威联通nas里的，都是1个网段，ip都是这样192.168.0.***。并且我又测试了下，几个字的可以成功。长点的就报错，真是奇怪，应该不是通信不通，我的nas配置刚刚发了，到底是什么问题，这个长文本不行的问题，我之前也反馈过，另外上面也有家友说树莓派上不行，我的配置按照道理，应该设备的配置是够的

version: "3.9"
services:
  certimate:
    image: ghcr.io/ptbsare/home-assistant-addons/amd64-addon-sherpa-onnx-tts-stt:0.2.8
    container_name: sherpa-onnx-tts-stt
    environment:
      LANGUAGE: "zh-CN"

      STT_USE_INT8_ONNX_MODEL: "True"
      STT_THREAD_NUM: "8"

      CUSTOM_TTS_MODEL: "vits-melo-tts-zh_en"
      CUSTOM_TTS_MODEL_EVAL: |
        sherpa_onnx.OfflineTts(
          sherpa_onnx.OfflineTtsConfig(
          model=sherpa_onnx.OfflineTtsModelConfig(
          vits=sherpa_onnx.OfflineTtsVitsModelConfig(
          model="/tts-models/vits-melo-tts-zh_en/model.onnx",
          lexicon="/tts-models/vits-melo-tts-zh_en/lexicon.txt",
          tokens="/tts-models/vits-melo-tts-zh_en/tokens.txt",
          dict_dir="/tts-models/vits-melo-tts-zh_en/dict",
          ),
         provider="cpu",
         num_threads=8,
          debug=True,
          ),
          rule_fsts="/tts-models/vits-melo-tts-zh_en/phone.fst,/tts-models/vits-melo-tts-zh_en/date.fst,/tts-models/vits-melo-tts-zh_en/number.fst",                 
          max_num_sentences=1,
          )
        )
      DEBUG: "True"
    ports:
      - 10400:10400
    restart: unless-stopped

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ptbsare

bugensui 发表于 2025-2-15 16:59
配置如下，haos是部署在威联通nas的虚拟机里的，docker也是部署威联通nas里的，都是1个网段，ip都是这样19 ...

你好，谢谢你，了解了哈，我这边看你的日志。初步判断可能是威联通过于频繁的容器health check打断了语音合成的过程，这个导致短语音可以，长语音被health check打断了。但是我手上没有威联通，我劳烦您提供一下。在威联通里面运行这个命令的输出，完整输出给我，我需要排查一下，谢谢。

docker inspect 你的容器名字
例如：
docker inspect tts-stt

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bugensui

ptbsare 发表于 2025-2-15 17:49
你好，谢谢你，了解了哈，我这边看你的日志。初步判断可能是威联通过于频繁的容器health check打断了语音 ...

已经发了，作者大佬，还有个小问题，即使短文本，tts合成速度都很慢，感觉不正常，比如“客厅窗帘已经打开”，能合成，但是3-4秒以上，感觉不是很正常，我直接用haos的加载项里，也部署了你的项目，也是长文本不行，我之前以为是haos虚拟机给的内存不够，虚拟机haos的只给了4g内存，后来我删了加载项里的，我换成了威联通的docker，毕竟可以直接享受20g内存，按照道理配置应该够，stt好像也不快，我也部署了另外1个大佬的stt的离线项目，基本上秒识别，奇怪，感觉也不是威联通的问题

$ docker inspect sherpa-onnx-tts-stt
[
    {
        "Id": "9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0",
        "Created": "2025-02-15T06:40:33.623722684Z",
        "Path": "/init",
        "Args": [],
        "State": {
            "Status": "running",
            "Running": true,
            "Paused": false,
            "Restarting": false,
            "OOMKilled": false,
            "Dead": false,
            "Pid": 5439,
            "ExitCode": 0,
            "Error": "",
            "StartedAt": "2025-02-15T06:43:26.369582229Z",
            "FinishedAt": "2025-02-15T06:43:25.544117355Z",
            "Health": {
                "Status": "healthy",
                "FailingStreak": 0,
                "Log": [
                    {
                        "Start": "2025-02-15T17:35:11.796267995+08:00",
                        "End": "2025-02-15T17:35:13.982849776+08:00",
                        "ExitCode": 0,
                        "Output": ""
                    },
                    {
                        "Start": "2025-02-15T17:40:13.983657188+08:00",
                        "End": "2025-02-15T17:40:16.181561414+08:00",
                        "ExitCode": 0,
                        "Output": ""
                    },
                    {
                        "Start": "2025-02-15T17:45:16.182367908+08:00",
                        "End": "2025-02-15T17:45:18.322771343+08:00",
                        "ExitCode": 0,
                        "Output": ""
                    },
                    {
                        "Start": "2025-02-15T17:50:18.324331318+08:00",
                        "End": "2025-02-15T17:50:20.422867614+08:00",
                        "ExitCode": 0,
                        "Output": ""
                    },
                    {
                        "Start": "2025-02-15T17:55:20.424306133+08:00",
                        "End": "2025-02-15T17:55:22.533803951+08:00",
                        "ExitCode": 0,
                        "Output": ""
                    }
                ]
            }
        },
        "Image": "sha256:1e86cff5c9dfe1a848fb2e50adf158e9fe77c763b1965fa984ba2612918cb421",
        "ResolvConfPath": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/containers/9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0/resolv.conf",
        "HostnamePath": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/containers/9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0/hostname",
        "HostsPath": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/containers/9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0/hosts",
        "LogPath": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/containers/9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0/9944353cc0bc6fe407eb1c049339354dafd6d54e0dfc9e660869088c0b639ae0-json.log",
        "Name": "/sherpa-onnx-tts-stt",
        "RestartCount": 0,
        "Driver": "overlay2",
        "Platform": "linux",
        "MountLabel": "",
        "ProcessLabel": "",
        "AppArmorProfile": "docker-default",
        "ExecIDs": null,
        "HostConfig": {
            "Binds": null,
            "ContainerIDFile": "",
            "LogConfig": {
                "Type": "json-file",
                "Config": {
                    "max-file": "10",
                    "max-size": "10m"
                }
            },
            "NetworkMode": "wyoming_default",
            "PortBindings": {
                "10400/tcp": [
                    {
                        "HostIp": "",
                        "HostPort": "10400"
                    }
                ]
            },
            "RestartPolicy": {
                "Name": "always",
                "MaximumRetryCount": 0
            },
            "AutoRemove": false,
            "VolumeDriver": "",
            "VolumesFrom": null,
            "ConsoleSize": [
                0,
                0
            ],
            "CapAdd": null,
            "CapDrop": null,
            "CgroupnsMode": "host",
            "Dns": null,
            "DnsOptions": null,
            "DnsSearch": null,
            "ExtraHosts": [],
            "GroupAdd": null,
            "IpcMode": "private",
            "Cgroup": "",
            "Links": null,
            "OomScoreAdj": 0,
            "PidMode": "",
            "Privileged": false,
            "PublishAllPorts": false,
            "ReadonlyRootfs": false,
            "SecurityOpt": null,
            "UTSMode": "",
            "UsernsMode": "",
            "ShmSize": 67108864,
            "Runtime": "runc",
            "Isolation": "",
            "CpuShares": 0,
            "Memory": 0,
            "NanoCpus": 0,
            "CgroupParent": "",
            "BlkioWeight": 0,
            "BlkioWeightDevice": null,
            "BlkioDeviceReadBps": null,
            "BlkioDeviceWriteBps": null,
            "BlkioDeviceReadIOps": null,
            "BlkioDeviceWriteIOps": null,
            "CpuPeriod": 0,
            "CpuQuota": 0,
            "CpuRealtimePeriod": 0,
            "CpuRealtimeRuntime": 0,
            "CpusetCpus": "",
            "CpusetMems": "",
            "Devices": null,
            "DeviceCgroupRules": null,
            "DeviceRequests": null,
            "MemoryReservation": 0,
            "MemorySwap": 0,
            "MemorySwappiness": null,
            "OomKillDisable": false,
            "PidsLimit": null,
            "Ulimits": [
                {
                    "Name": "nofile",
                    "Hard": 65535,
                    "Soft": 65535
                }
            ],
            "CpuCount": 0,
            "CpuPercent": 0,
            "IOMaximumIOps": 0,
            "IOMaximumBandwidth": 0,
            "MaskedPaths": [
                "/proc/asound",
                "/proc/acpi",
                "/proc/kcore",
                "/proc/keys",
                "/proc/latency_stats",
                "/proc/timer_list",
                "/proc/timer_stats",
                "/proc/sched_debug",
                "/proc/scsi",
                "/sys/firmware",
                "/sys/devices/virtual/powercap"
            ],
            "ReadonlyPaths": [
                "/proc/bus",
                "/proc/fs",
                "/proc/irq",
                "/proc/sys",
                "/proc/sysrq-trigger"
            ]
        },
        "GraphDriver": {
            "Data": {
                "LowerDir": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/6cd95cca3bbdf9b1637d677f4c515518391d5366f20036543dea0b70f2b0bd28-init/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/5956ed47bf13cae834c3abbc682dad75349173013471ba3e8187df0f7dca6c19/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/53aeb30e10b85fc3097ad50e018cb051bd6376da9805e67a782360c97dcb01b6/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/2408a30073545b5eeb1f6cb98cd78e6b28c5d393238b98b316e17535b2b7cd67/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/5cf7e93ebb00547faf2a9054ec091d795600730be5297d7fe6f07ed7ca6dad8e/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/8cb03b87020497978f2c266223139657e3cd1921c7be5c9122804343184f181a/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/a4b3436c9e26bb2bf36d985279af48950f73ebde104bf7e82458c4c45ac4b141/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/1168d3626b4640b70a6d3f8669bf26aad3d061cc8ed2e342ee3766a510a4474f/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/40acfe6dbba1861e08d48ad9fb2b885b732d1e7d4293adc68ddd4751a4c635bb/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/c80580a0b9678059f71cc839f53e252c6b820e8edde823d55abf8b0116d260fc/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/c41052779323e6a77fb610defbe685903955000ea63c28a39ca28d8b104b715f/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/adc57323516ed348fca763b9f221e507c76dfa0e489cb3d113123da60d7c9234/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/0f9a0b2039a64ebee8fcbbaaddfa900cc68a82fdac4dbc38d29943844bb5e7ba/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/a211cca488a8d4d03497719f900208a10f5850ba311e62b5630899f6cd836326/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/2a83f39680bc0c19b3ad92ca8a63f1d12cec8c680e5e32bdcdf963405cbd7642/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/88021c76798f67b89def09d69086a914620b091728cb8a605e46f5ed91b42be5/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/ad7d216dadac41eb92c56347b8248505eac138b95a00184b8fe61b86971f1545/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/0a25283aa9f01f124c78f75a5dc47ef2ebdafa68dd6991c2f27a0826337a1742/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/e3c2a96480c049d2e9eb251f0d2de570c2719e71e7351700f9ccf41175acba85/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/ff735cd1171e0a8b87db7e06f8a1d71a59c7485137d5151732c85eb54f098fcb/diff:/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/dc1c179d5f60554e4dc7f5050be0c0e7a52fbe0c13ff747440f62d9c99aa4aa7/diff",
                "MergedDir": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/6cd95cca3bbdf9b1637d677f4c515518391d5366f20036543dea0b70f2b0bd28/merged",
                "UpperDir": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/6cd95cca3bbdf9b1637d677f4c515518391d5366f20036543dea0b70f2b0bd28/diff",
                "WorkDir": "/share/CACHEDEV1_DATA/Container/container-station-data/lib/docker/overlay2/6cd95cca3bbdf9b1637d677f4c515518391d5366f20036543dea0b70f2b0bd28/work"
            },
            "Name": "overlay2"
        },
        "Mounts": [],
        "Config": {
            "Hostname": "9944353cc0bc",
            "Domainname": "",
            "User": "",
            "AttachStdin": false,
            "AttachStdout": true,
            "AttachStderr": true,
            "ExposedPorts": {
                "10400/tcp": {}
            },
            "Tty": false,
            "OpenStdin": false,
            "StdinOnce": false,
            "Env": [
                "CUSTOM_TTS_MODEL_EVAL=sherpa_onnx.OfflineTts(\n  sherpa_onnx.OfflineTtsConfig(\n  model=sherpa_onnx.OfflineTtsModelConfig(\n  vits=sherpa_onnx.OfflineTtsVitsModelConfig(\n  model="/tts-models/vits-melo-tts-zh_en/model.onnx",\n  lexicon="/tts-models/vits-melo-tts-zh_en/lexicon.txt",\n  tokens="/tts-models/vits-melo-tts-zh_en/tokens.txt",\n  dict_dir="/tts-models/vits-melo-tts-zh_en/dict",\n  ),\n provider="cpu",\n num_threads=8,\n  debug=True,\n  ),\n  rule_fsts="/tts-models/vits-melo-tts-zh_en/phone.fst,/tts-models/vits-melo-tts-zh_en/date.fst,/tts-models/vits-melo-tts-zh_en/number.fst",                 \n  max_num_sentences=1,\n  )\n)\n",
                "DEBUG=True",
                "LANGUAGE=zh-CN",
                "STT_USE_INT8_ONNX_MODEL=True",
                "STT_THREAD_NUM=8",
                "CUSTOM_TTS_MODEL=vits-melo-tts-zh_en",
                "PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
                "LANG=C.UTF-8",
                "DEBIAN_FRONTEND=noninteractive",
                "CURL_CA_BUNDLE=/etc/ssl/certs/ca-certificates.crt",
                "S6_BEHAVIOUR_IF_STAGE2_FAILS=2",
                "S6_CMD_WAIT_FOR_SERVICES_MAXTIME=0",
                "S6_CMD_WAIT_FOR_SERVICES=1",
                "S6_SERVICES_READYTIME=50",
                "SPEED=1.0",
                "STT_MODEL=sherpa-onnx-paraformer-zh-2023-03-28",
                "TTS_MODEL=matcha-icefall-zh-baker",
                "TTS_THREAD_NUM=3",
                "TTS_SPEAKER_SID=0",
                "CUSTOM_STT_MODEL=null",
                "CUSTOM_STT_MODEL_EVAL=null"
            ],
            "Cmd": null,
            "Healthcheck": {
                "Test": [
                    "CMD-SHELL",
                    "echo '{ "type": "describe" }'         | nc -w 1 localhost 10400         | grep -iq "Sherpa"         || exit 1"
                ],
                "Interval": 300000000000,
                "StartPeriod": 180000000000
            },
            "Image": "ghcr.io/ptbsare/home-assistant-addons/amd64-addon-sherpa-onnx-tts-stt:0.2.8",
            "Volumes": null,
            "WorkingDir": "/app",
            "Entrypoint": [
                "/init"
            ],
            "OnBuild": null,
            "Labels": {
                "com.docker.compose.config-hash": "cc2f80873b53e2d4db2214ab31b27b48fcef079c7592d8a8a257a735379fca71",
                "com.docker.compose.container-number": "1",
                "com.docker.compose.depends_on": "",
                "com.docker.compose.image": "sha256:1e86cff5c9dfe1a848fb2e50adf158e9fe77c763b1965fa984ba2612918cb421",
                "com.docker.compose.oneoff": "False",
                "com.docker.compose.project": "wyoming",
                "com.docker.compose.project.config_files": "/share/CACHEDEV1_DATA/.qpkg/container-station/data/application/wyoming/docker-compose.yml,/share/CACHEDEV1_DATA/.qpkg/container-station/data/application/wyoming/docker-compose.resource.yml",
                "com.docker.compose.project.working_dir": "/share/CACHEDEV1_DATA/.qpkg/container-station/data/application/wyoming",
                "com.docker.compose.service": "certimate",
                "com.docker.compose.version": "2.29.1",
                "io.hass.arch": "amd64",
                "io.hass.base.arch": "amd64",
                "io.hass.base.image": "debian:bookworm-slim",
                "io.hass.base.name": "debian",
                "io.hass.base.version": "2024.12.1",
                "io.hass.type": "base",
                "io.hass.version": "2024.12.1",
                "org.opencontainers.image.created": "2024-12-13 17:06:10+00:00",
                "org.opencontainers.image.revision": "48c6a8c1fc7d6398105e3fd961c90d5f9449e823",
                "org.opencontainers.image.source": "https://github.com/ptbsare/home-assistant-addons",
                "org.opencontainers.image.version": "2024.12.1"
            }
        },
        "NetworkSettings": {
            "Bridge": "",
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                    "Aliases": [
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                    ],
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                }
            }
        }
    }
]

复制代码

ptbsare

bugensui 发表于 2025-2-15 18:05
已经发了，作者大佬，还有个小问题，即使短文本，tts合成速度都很慢，感觉不正常，比如“客厅窗帘已经打开 ...

好的，了解了哈，现在可能确认是你机器合成长文本用时较长被定期的HEALTHCKECK打断了，这个不管是在虚拟机中还是在docker中都是一样的原因，下一个版本我会强制拉长dockerfile HEALTHCHECK的间隔，在这之前，如果你想正常合成超长文本，建议关闭威联通docker container的HEALTHCHECK，docker run 命令里面加入`-no-healthcheck`这个参数即可，我不知道威联通docker管理界面是怎样的，你想办法在启动容器的docker run命令中加入-no-healthcheck这个参数或者搜搜教程如何关闭威联通docker容器的健康检查。
关于STT，如果默认的大模型速度不满意，建议将STT_MODEL设置成内置的sherpa-onnx-paraformer-zh-small-2024-03-09，这个模型更小更快。
老生常谈：STT/TTS本就是需要较强CPU性能的运算，不能指望在任意CPU上都能秒出结果。其速度均取决于您的机器性能/分配的线程数量和选择的模型是什么，只能保证模型一样硬件配置一样速度才是一样的，当然效果也是一样的；建议选择适合你机器的模型，或者想选择效果好模型的同时也提升硬件配置。

bugensui

ptbsare 发表于 2025-2-15 18:22
好的，了解了哈，现在可能确认是你机器合成长文本用时较长被定期的HEALTHCKECK打断了，这个不管是在虚拟机 ...

好的，谢谢大佬的耐心排查，health check是nas的健康策略是吧，他干扰了docker的处理是吧。那没事，我等新版本吧，奇怪，不知道其他人都没有这样的情况