LLM learns to read Mel spectrograms directly, no speech encoder needed

The paper shows an LLM can process raw Mel spectrograms without a separate speech encoder, matching or exceeding encoder-based Speech-LLMs on several benchmarks. This could simplify speech-language model pipelines.