Audio LLM: Qwen2-Audio + Phi-4-Multimodal Audio Branch — Audio Understanding + Reply
Audio LLM = beyond Whisper. Not just transcribe, but **understands** audio content and replies. Qwen2-Audio (Alibaba, 7B), Phi-4-Multimodal audio branch. Audio-specific tasks: emotion recognition, music understanding, environmental audio Q&A. Qwen2-Audio FT recipe on RTX 4090.
Şükrü Yusuf KAYA
26 min read
Advanced
1. Audio LLM Tablosu#
| Model | Params | Audio Encoder | Tasks |
|---|---|---|---|
| Qwen2-Audio 7B | 7B + Whisper-large | Whisper-large-v3 | ASR + emotion + music + environment |
| Phi-4-Multimodal | 5.4B (text+vision+audio) | Whisper-base | ASR + audio Q&A |
| SALMONN | 7B | dual encoder (Whisper + BEATs) | universal audio |
| LTU (Listen Then Understand) | 7B | AudioMAE | environmental + music |
Use case'ler:
- Çağrı merkezi: ses + intent + emotion + action
- Müzik analizi: tempo + tonalite + tarz
- Çevresel ses: alarm/sirena tespit
- Eğitim: telaffuz değerlendirme
✅ Teslim
- Qwen2-Audio 7B ile bir TR ses dosyasını analiz et (emotion + transcribe). 2) Sonraki ders: 7.6 — TTS FT (XTTS-v2 / F5-TTS / Kokoro / Parler-TTS).
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