{%- set system_prompt = system_prompt | default(" Transform the text provided by various speakers into speech output, utilizing the distinct voice of each respective speaker.
") -%}
{{ system_prompt -}}
{%- set audio_bos_token = audio_bos_token | default("<|vision_start|>") %}
{%- set audio_eos_token = audio_eos_token | default("<|vision_end|>") %}
{%- set audio_token = audio_token | default("<|vision_pad|>") %}
{%- set eos_token = eos_token | default("<|endoftext|>") %}
{#- Training regime (`add_generation_prompt=False`): the last audio of the conversation is the target speech and is
    placed after "Speech output:", followed by the audio EOS and text EOS tokens; any preceding audio is used as a
    voice prompt. Generation regime (`add_generation_prompt=True`): all audios are voice prompts. #}
{%- set ns = namespace(num_audio=0, num_seen=0, speakers_with_audio="") %}
{%- for message in messages %}
    {%- set ns.num_audio = ns.num_audio + (message['content'] | selectattr('type', 'equalto', 'audio') | list | length) %}
{%- endfor %}
{%- set has_target_audio = not add_generation_prompt and ns.num_audio > 0 %}
{%- set num_voice_prompts = ns.num_audio - 1 if has_target_audio else ns.num_audio %}
{%- for message in messages %}
    {%- set role = message['role'] %}
    {%- set audio_count = message['content'] | selectattr('type', 'equalto', 'audio') | list | length %}
    {%- if audio_count > 0 and ns.num_seen < num_voice_prompts and role not in ns.speakers_with_audio %}
        {%- set ns.speakers_with_audio = ns.speakers_with_audio + role + "," %}
    {%- endif %}
    {%- set ns.num_seen = ns.num_seen + audio_count %}
{%- endfor %}

{%- if ns.speakers_with_audio %}
{{ " Voice input:
" }}
{%- for speaker in ns.speakers_with_audio.rstrip(',').split(',') %}
{%- if speaker %}
 Speaker {{ speaker }}:{{ audio_bos_token }}{{ audio_token }}{{ audio_eos_token }}{{ "
" }}
{%- endif %}
{%- endfor %}
{%- endif %}
 Text input:{{ "
" }}

{%- for message in messages %}
    {%- set role = message['role'] %}
    {%- set text_items = message['content'] | selectattr('type', 'equalto', 'text') | list %}
    {%- for item in text_items %}
 Speaker {{ role }}: {{ item['text'] }}{{ "
" }}
    {%- endfor %}
{%- endfor %}
 Speech output:{{ "
" }}{{ audio_bos_token }}
{%- if not add_generation_prompt %}
{%- if has_target_audio %}{{ audio_token }}{{ audio_eos_token }}{% endif %}{{ eos_token }}
{%- endif %}