Refactor asr/tts comp

[Spycsh]

Description

Refactor asr/tts comp

• adapt to use controller (register/activate) to replace the original wrapper layer as opea_asr_microservice.py under comps/asr/src (Same for tts)
• move original dependency/ to src/integrations/dependency (Same for tts)
• Unify to use OpenAI input/response format, keep the old code forward compatible by keep the router /v1/asr for dependency (Same for tts)
• add registering params num_trials timeout and change code to sync to avoid activate failure
• merge dataprep/multimedia2text/audio2text folder into asr

Take ASR folder structure as an example:

.
├── deployment
│   ├── docker_compose
│   │   ├── compose_whisper_hpu.yaml
│   │   └── compose_whisper.yaml
│   └── kubernetes
└── src
    ├── check_asr_server.py
    ├── Dockerfile
    ├── integrations
    │   ├── dependency
    │   │   └── whisper
    │   │       ├── check_whisper_server.py
    │   │       ├── Dockerfile
    │   │       ├── Dockerfile.intel_hpu
    │   │       ├── __init__.py
    │   │       ├── whisper_model.py
    │   │       └── whisper_server.py
    │   ├── opea_whisper_asr.py
    ├── opea_asr_microservice.py
    ├── README.md
    └── requirements.txt

Issues

#988
#1007

Type of change

List the type of change like below. Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds new functionality)
• Breaking change (fix or feature that would break existing design and interface)
• Others (enhancement, documentation, validation, etc.)

Dependencies

None

Tests

WIP

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Files with missing lines	Coverage Δ
comps/cores/common/component.py	88.09% <100.00%> (ø)

[letonghan]

lgtm

[Spycsh]

I think we can use async discover_and_activate logics to check whether multiple dependencies is on instead of a for loop iteratively checking (with a retries, interval, timeout in the check_health method, it is super time consuming).

[lvliang-intel]

@Spycsh,
Please update the docker file path in READMEs.

[Spycsh]

@lvliang-intel @chensuyue , here is the pr opea-project/GenAIExamples#1267 to the links refactor in GenAIExamples for ASR/TTS, please review.

[Spycsh]

Close since following work is in #1083.