AS ESPHome yaml for home assistant

Code:
esphome:

  name: assistant1

  friendly_name: Assistant 1

  platformio_options:

    board_build.flash_mode: dio

  on_boot:

    - light.turn_on:

        id: notify_center

        blue: 100%

        brightness: 60%

        effect: fast pulse

esp32:

  board: esp32-s3-devkitc-1

  framework:

    type: esp-idf

    sdkconfig_options:

      CONFIG_ESP32S3_DEFAULT_CPU_FREQ_240: "y"

      CONFIG_ESP32S3_DATA_CACHE_64KB: "y"

      CONFIG_ESP32S3_DATA_CACHE_LINE_64B: "y"

      CONFIG_AUDIO_BOARD_CUSTOM: "y"

external_components:

  - source: github://pr#7672

    components:

      - audio

      - speaker

      - i2s_audio

      - speaker

    refresh: 0s

psram:

  mode: octal  # quad for N8R2 and octal for N16R8

  speed: 80MHz

# Enable logging

logger:

  hardware_uart: USB_SERIAL_JTAG

# Enable Home Assistant API

api:

  encryption:

    key: "*********************************************"

  on_client_connected:

    then:

      - delay: 50ms

      - light.turn_off: notify_center

      - micro_wake_word.start:

  on_client_disconnected:

    then:

      - voice_assistant.stop:

ota:

  - platform: esphome

    password: "****************************************"

wifi:

  ssid: !secret wifi_ssid

  password: !secret wifi_password

  fast_connect: True

  # Enable fallback hotspot (captive portal) in case wifi connection fails

  ap:

    ssid: "Assistant1 Fallback Hotspot"

    password: "********************************"

web_server:

  port: 80

captive_portal:

button:

  - platform: restart

    name: "Restart"

  - platform: template

    name: "Start assist"

    on_press:

      then:

        - voice_assistant.start

  - platform: template

    name: "Start continious assist"

    on_press:

      then:

        - voice_assistant.start_continuous: 

  - platform: template

    name: "Stop assist"

    on_press:

      then:

        - voice_assistant.stop: 

       

switch:

  - platform: template

    id: mute

    name: Mute

    optimistic: true

    on_turn_on:

      - micro_wake_word.stop:

      - voice_assistant.stop:

      - light.turn_on:

          id: notify_center

          red: 100%

          green: 0%

          blue: 0%

          brightness: 60%

          effect: fast pulse

      - delay: 2s

      - light.turn_off:

          id: notify_center

      - light.turn_on:

          id: notify_center

          red: 100%

          green: 0%

          blue: 0%

          brightness: 30%

    on_turn_off:

      - micro_wake_word.start:

      - light.turn_on:

          id: notify_center

          red: 0%

          green: 100%

          blue: 0%

          brightness: 60%

          effect: fast pulse

      - delay: 2s

      - light.turn_off:

          id: notify_center

light:

  - platform: esp32_rmt_led_strip

    id: notify_center

    rgb_order: RGB

    pin: GPIO16

    num_leds: 1

    rmt_channel: 0

    chipset: ws2812

    name: "Notify light"

    effects:

      - pulse:

      - pulse:

          name: "Fast Pulse"

          transition_length: 0.5s

          update_interval: 0.5s

          min_brightness: 0%

          max_brightness: 100%

  - platform: esp32_rmt_led_strip

    rgb_order: GRB

    pin: GPIO15

    num_leds: 3

    rmt_channel: 1

    chipset: ws2812

    name: "Lower light"

    id: notify_lower

    effects:

      - pulse:

      - pulse:

          name: "Fast Pulse"

          transition_length: 0.5s

          update_interval: 0.5s

          min_brightness: 0%

          max_brightness: 100%

      - addressable_color_wipe:

      - addressable_scan:

          name: Scan Effect

          move_interval: 300ms

          scan_width: 1

      - addressable_scan:

          name: Scan Effect 2

          move_interval: 800ms

          scan_width: 1

# Audio and Voice Assistant Config

i2s_audio:

  - id: i2s_in

    i2s_lrclk_pin: GPIO3  #WS

    i2s_bclk_pin: GPIO2 #SCK

  - id: i2s_speaker

    i2s_lrclk_pin: GPIO6  #LRC

    i2s_bclk_pin: GPIO7 #BLCK

microphone:

  - platform: i2s_audio

    id: va_mic

    adc_type: external

    i2s_din_pin: GPIO4 #SD pin on the INMP441

    channel: left

    pdm: false

    i2s_audio_id: i2s_in

    bits_per_sample: 32 bit

speaker:

    platform: i2s_audio

    id: va_speaker

    i2s_audio_id: i2s_speaker

    dac_type: external

    i2s_dout_pin: GPIO8  #  DIN Pin of the MAX98357A Audio Amplifier

    channel: left

    sample_rate: 48000

media_player:

  - platform: speaker

    name: "Assistent media player"

    id: speaker_media_player_id

    speaker: va_speaker

    sample_rate: 48000

    on_play:

      - logger.log: "Playback started!"

      - light.turn_on:

          id: notify_lower

          red: 30%

          green: 30%

          blue: 0%

          brightness: 100%

    on_idle:

      - logger.log: "Playback finished!"

      - light.turn_off: notify_lower

micro_wake_word:

  on_wake_word_detected:

    then:

    - voice_assistant.start:

        wake_word: !lambda return wake_word;

  models:

    - model: github://esphome/micro-wake-word-models/models/v2/okay_nabu.json

voice_assistant:

  id: va

  microphone: va_mic

  noise_suppression_level: 2.0

  volume_multiplier: 4.0

  media_player: speaker_media_player_id

  on_start:

    - light.turn_on:

        id: notify_center

        red: 30%

        green: 30%

        blue: 70%

        brightness: 60%

        effect: fast pulse

    - media_player.volume_set: 100%

  on_stt_end:

    - light.turn_off: notify_center

  on_error:

    - micro_wake_word.start:

  on_end:

    - light.turn_off: notify_center

    - wait_until:

        not:

          voice_assistant.is_running:

    - micro_wake_word.start:

  on_tts_start:

    - light.turn_on:

        id: notify_center

        red: 0%

        green: 30%

        blue: 0%

        brightness: 60%

        effect: fast pulse

  on_tts_end:

    - delay: 2s

    - light.turn_off: notify_center