Azure AI Speech
An Azure service that integrates speech processing into apps and services.
1,411 questions
Facing issues running Speech-to-text container
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(179.20000000000002, 12%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EUB%3C/text%3E%3C/svg%3E)
Utsav Bhardwaj
1
Reputation point
Not able to run a speech-to-text container on a linux machine.
getting logs like below.
Logging to console.
Submitting metering to 'https://centralindia.api.cognitive.microsoft.com/sts/v1.0/issuetoken'.
info: Microsoft.CloudAI.Containers.Security.Encryption.CloudKeyAccessor[0]
KeyRequest:Send 2022-05-11T06:21:09 1198.7095 True 200
Child pid=190 created
/onprem_start
/mts /onprem_start
Starting ./MediaTransformService
info: Microsoft.CloudAI.Containers.Security.Encryption.CloudKeyAccessor[0]
KeyRequest:Send 2022-05-11T06:21:10 1104.7812 True 200
File: Result returned
File: Processed
File: Complete
Child pid=209 created
/onprem_start
/diarizer /onprem_start
Starting dotnet
AudioSaveDir : ./audios/
MaximunAudioDuration : 3600
Clean : true
Waiting for SIGTERM, SIGINT
Sync server listening on 127.0.0.1:40041
Waiting for gRPC server to finish (CTRL-C to finish)
Child pid=218 created
/onprem_start
/textclassifier/app /onprem_start
Starting dotnet
warn: Microsoft.AspNetCore.Server.Kestrel[0]
Overriding address(es) 'http://*:50058'. Binding to endpoints defined in UseKestrel() instead.
info: Microsoft.Hosting.Lifetime[0]
Now listening on: http://0.0.0.0:50058
info: Microsoft.Hosting.Lifetime[0]
Application started. Press Ctrl+C to shut down.
info: Microsoft.Hosting.Lifetime[0]
Hosting environment: Production
info: Microsoft.Hosting.Lifetime[0]
Content root path: /textclassifier/app
2022-05-11 06:21:13.537494 srbackend 159 159 info Loaded DNN AM from file
2022-05-11 06:21:13.537554 srbackend 159 159 info Confidence model specified in richland.ini: /usr/local/models/ccb1033.bin
05-11-2022 06:21:13.538 southpool 159 159 info engine instance created
05-11-2022 06:21:13.538 southpool 159 159 info creating RecognizerServer instance
2022-05-11 06:21:13.540995 srbackend 159 269 info IUnidecSearchGraphCombo::Create(expanded_class_hclg_interpolated_lm_base(NUL,NUL,clm.minhclg.hclg,clm.minhclg.lms,base.lms,class_map.txt))
2022-05-11 06:21:13.540997 srbackend 159 270 info IUnidecSearchGraphCombo::Create(expanded_class_hclg_base(NUL,NUL,clm.minhclg.hclg,clm.minhclg.lms,class_map.txt))
2022-05-11 06:21:13.547065 srbackend 159 270 info CPersistedLMLex loaded lms: clm.minhclg.lms, silCost 0.8432, lmWeight 13.25
2022-05-11 06:21:13.552554 srbackend 159 270 info Loaded HCB for boundary detection: /usr/local/models/hcb1033_word_boundary.bin
2022-05-11 06:21:13.559353 srbackend 159 270 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.560274 srbackend 159 270 info IUnidecSearchGraphCombo::Create(expanded_class_hclg())
2022-05-11 06:21:13.561191 srbackend 159 270 info Grammar model 'topLevelClm' loaded in 21.271 ms
2022-05-11 06:21:13.602009 srbackend 159 269 info CPersistedLMLex loaded lms: clm.minhclg.lms, silCost 0.8432, lmWeight 13.25
2022-05-11 06:21:13.624226 srbackend 159 269 info class <#domain_words> has no mapping
2022-05-11 06:21:13.624268 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624278 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624282 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624285 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624288 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624306 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624311 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624315 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624322 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624326 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624332 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624337 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624342 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624348 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624352 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624357 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624362 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624378 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624382 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.624387 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_class_hclg(NUL,NUL))
2022-05-11 06:21:13.658820 srbackend 159 269 info CPersistedLMLex loaded lms: base.lms, silCost 0.0, lmWeight 0.0
Child pid=246 created
/onprem_start
/dgs /onprem_start
Starting dotnet
2022-05-11 06:21:14.225159 srbackend 159 269 info IUnidecSearchGraphCombo::Create(dyn_comp(prune.1e-06.minhclg.hclg,prune.1e-06.minhclg.lms))
[Informational] max number of threads 32767, 1000
[Informational] min number of threads 4, 4
[Informational] New min number of threads 20, 4
[Informational] dotnet starting...
2022-05-11 06:21:14.451296 srbackend 159 269 info CPersistedLMLex loaded lms: prune.1e-06.minhclg.lms, silCost 0.8432, lmWeight 13.25
2022-05-11 06:21:14.527407 srbackend 159 269 info Grammar model 'baseModel' loaded in 983.104 ms
2022-05-11 06:21:14.534734 srbackend 159 159 info m_grammarTable[basemodel] = hclg:'dyn_comp(prune.1e-06.minhclg.hclg,prune.1e-06.minhclg.lms)',base:'',interp:'expanded_class_hclg_interpolated_lm_base(NUL,NUL,clm.minhclg.hclg,clm.minhclg.lms,base.lms,class_map.txt)'
2022-05-11 06:21:14.534842 srbackend 159 159 info m_grammarTable[toplevelclm] = hclg:'expanded_class_hclg()',base:'expanded_class_hclg_base(NUL,NUL,clm.minhclg.hclg,clm.minhclg.lms,class_map.txt)',interp:''
2022-05-11 06:21:14.535240 srbackend 159 159 info UnionGraph: including default grammar 'basemodel'
2022-05-11 06:21:14.535283 srbackend 159 159 info UnionGraph: wrapping single subgraph as UnionGraph
05-11-2022 06:21:14.537 southpool 159 159 info Speech Recognition Server Created: [OK]
05-11-2022 06:21:14.537 southpool 159 159 info mlockall setting not enabled
05-11-2022 06:21:14.537 southpool 159 159 info service host disabled
05-11-2022 06:21:14.542 southpool 159 159 info started prometheus exposer on 0.0.0.0:8080/metrics
05-11-2022 06:21:14.542 159 interceptor 159 info new builder requested. cancellation timeout: 0us, close send timeout: 0us, fail on INTERNAL: false, request id metadata: client_cv
2022-05-11 06:21:14.548944 srbackend 159 159 info Populating STREAMING recognizer pool, minDecodersInPool = 1
2022-05-11 06:21:14.548978 srbackend 159 159 info ObjectPool: m_minCount=1, m_maxCount=10, reclaim=false
2022-05-11 06:21:14.552367 srbackend 159 159 info Processing onnxHalide spec
File: /usr/local/models/model.onnx.bin.prod, length: 74775973
File: Start API connection
===> Logging context is Default
===> Environment name is Local
info: Microsoft.CloudAI.Containers.Security.Encryption.CloudKeyAccessor[0]
KeyRequest:Send 2022-05-11T06:21:14 277.0695 True 200
File: Result returned
File: Processed
File: Complete
./run-host: line 75: 190 Killed "$@" (wd: /rescoring)
Child pid=273 created
/onprem_start
Child pid=190 no found
Child pid=209 no found
Child pid=218 no found
Child pid=246 no found
Child pid=273 no found
./run-host: line 9: 134 Killed "$@" (wd: /host)
./run-host: line 9: 155 Killed "$@"
./run-host: line 9: 209 Killed "$@" (wd: /mts)
./run-host: line 9: 218 Killed "$@" (wd: /diarizer)
./run-host: line 9: 246 Killed "$@" (wd: /textclassifier/app)
2022-05-11 06:21:15.246817 srbackend 159 159 info Loaded DNN AM from file
2022-05-11 06:21:15.247470 srbackend 159 159 info Confidence model specified in richland.ini: /usr/local/models/ccb1033.bin
2022-05-11 06:21:15.249298 srbackend 159 159 info Recognizer pool initialized in: 700 ms
2022-05-11 06:21:15.249964 srbackend 159 159 info RecognizerServer, SSL mode [DISABLED]
./run-host: line 9: 170 Killed "$@" (wd: /dpp)
./run-host: line 9: 273 Killed "$@" (wd: /dgs)
{count} votes
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romungi-MSFT 42,296 Reputation points Microsoft Employee2022-05-30T11:52:49.803+00:00 @Utsav Bhardwaj Is your request to use the speech to text container approved? If Yes, did you install gstreamer libraries that support linux?
If not approved then the request needs to be approved before you can use the containers.
The logs stop at key request so not sure if you are actually able to set the service up initially though. -
Utsav Bhardwaj 1 Reputation point
2022-05-30T16:10:10.24+00:00 I have approval to use containers from Microsoft not sure about gstreamer libraries, I tried Neural-text-to-speech and it was working fine, facing issue with speech-to-text container only.
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romungi-MSFT 42,296 Reputation points Microsoft Employee
2022-05-31T10:10:55.853+00:00 @Utsav Bhardwaj Thanks for confirming this. How are you trying to access the container endpoint for speech to text?
Unlike, text to speech this is accessible using the SDK using WS protocol instead of HTTP. After running the container and setting up the keys in your speech config the endpoint should be localhost on port 5000.speech_config = speechsdk.SpeechConfig( subscription=speech_key, region=service_region) speech_config = speechsdk.SpeechConfig( host="ws://localhost:5000")HTTP requests will fail if you try to access it similar to text to speech container.
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Utsav Bhardwaj 1 Reputation point
2022-05-31T12:19:26.177+00:00 That is the issue with me, container doesn't run, when I run the container, for 3-4 seconds http://localhost:5000 is accessible but after that container's processes get stopped as you can see in the log.
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romungi-MSFT 42,296 Reputation points Microsoft Employee
2022-06-07T10:27:06.677+00:00 Could you try adding the following to the run command to print loglevel debug to check if there is more info?
docker run --rm -it -p 5000:5000 --memory 4g --cpus 4 \ mcr.microsoft.com/azure-cognitive-services/speechservices/speech-to-text \ Eula=accept \ Billing={ENDPOINT_URI} \ ApiKey={API_KEY} Logging:Console:LogLevel:Default=Debug -
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(160, 30%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJ%3C/text%3E%3C/svg%3E)
JulMun 1 Reputation point2022-10-16T16:44:58.93+00:00 I have same problem with linux host. I have tried speech container in Centos 7 , Ubuntu 20.04. I tried latest version and 3.5.0, 3.4.0. Standard and custom speech container have same problem. If i use 3.1.0 container works fine. On windows host, latest speech container works fine.
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