Starting with Home Assistant 2022.5, the TTS say service will set the media content ID to be a media source URI. These need to be resolved inside the media player using the media source integration.
Previously the TTS integration would set the media content ID to a URL that pointed at Home Assistant and it required no extra work from the media players.
Media players need to support the media source integration as documented here.