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selmaproject/iais-asr-services

By selmaproject

•Updated about 4 years ago

Image
Machine learning & AI
0

309

selmaproject/iais-asr-services repository overview

⁠images containing fastapi-based asr-service

  • pushed some images just for "convinience", these images can be build "locally" no need to pull form here, all that is needed is in selmaproject/iais-asr-models and https://github.com/SELMA-project/ml4audio/tree/main/fastapi_asr_service⁠
  • 2 types of images:
    1. model-images: tagged "model-engdeu","model-rus",... they contain only model files, nothing else
    2. service-images: tagged: "engdeu", "deu", etc. they contain model files + fastapi-based asr-service
⁠for further explanations + some benchmarking see: https://github.com/SELMA-project/fraunhofer-iais-selma⁠
⁠model images where built like this
cd folder-that-contains-data
{ echo "FROM scratch" ; echo "COPY . ."; echo "CMD ['fake']"; } > Dockerfile && docker build -t $IMAGE . 
  • example model-directory
.
├── AM_MODELS
│   └── FinetunedCheckpoint-spanish-w2v-1b-970861b88cc53d764564a3757b7ef095923a9cd0
│       ├── dataclass.json
│       ├── Dockerfile
│       └── model
│           ├── config.json
│           ├── preprocessor_config.json
│           ├── pytorch_model.bin
│           ├── special_tokens_map.json
│           ├── tokenizer_config.json
│           └── vocab.json
├── ASR_INFERENCE
│   └── HfAsrPipelineFromLogitsInferencerDecoder-hfpipeline-spanish-w2v-1b-825b5066963f676d014dfcf92be9366c650afa46
│       └── dataclass.json
├── Dockerfile
└── LM_MODELS
    └── KenLMForPyCTCDecodeFromArpa-patrickvonplaten-spanish-ngram-lm-72c2589e580dfc61e1b419ba71b962b2488c1097
        ├── dataclass.json
        ├── lm.arpa.gz
        └── unigrams.txt.gz

Tag summary

Content type

Image

Digest

sha256:81244e1fb…

Size

4.7 GB

Last updated

about 4 years ago

docker pull selmaproject/iais-asr-services:spa