Research Lab

AI Radio Labs

Pretrained & instruction-tuned foundation models for broadcast audio

7B-parameter large language models with retrieval-augmented generation, fine-tuned on 47K+ hours of professional radio for real-time audio intelligence

Broadcast LLMv3.2

Pretrained · Instruction-Tuned · RAG-Enabled

Parameters

7B

Dense transformer

Training Data

47K+

Hours of broadcast audio

Context Window

128K

Token context length

Model Status

Stable

Latest checkpoint

Research Capabilities

End-to-end transformer pipeline from pretraining through RLHF alignment, purpose-built for broadcast audio understanding

Harmonic Flow Engine

Multi-head attention layers with spectral embeddings for temporal pattern detection across broadcast audio sequences

Spectral EmbeddingsTemporal Attention

Voice Personality Synthesis

Speaker-conditioned decoder with LoRA adapters for zero-shot voice cloning and prosody-aware text-to-speech generation

LoRA Fine-TuningZero-Shot TTS

RAG-Powered Audio Search

Retrieval-augmented generation with vector embeddings over broadcast archives for semantic search and grounded content generation

Vector SearchGrounded Generation

Adaptive Flow Programming

Reinforcement learning from human feedback (RLHF) for real-time content sequencing with chain-of-thought reasoning over scheduling constraints

RLHF AlignmentChain-of-Thought

Content Intelligence Network

Multi-modal embedding pipeline with cross-attention fusion layers for joint audio-text representation learning across broadcast formats

Transformer EncoderCross-Attention FusionBPE TokenizationEmbedding IndexInference API

Training Infrastructure

Mixed-precision training with DeepSpeed ZeRO-3 and FlashAttention-2 for efficient large-scale pretraining

Cloud GPU Cluster

8x A100 80GB

NVLink-connected SXM4 instances for distributed pretraining with bf16 mixed precision

Distributed Training

DeepSpeed ZeRO Stage 3 with tensor parallelism, gradient checkpointing, and FSDP for memory-efficient 7B parameter training

ZeRO-3FSDP

Labs Access

Invite Only

Access our pretrained and instruction-tuned models, RAG pipelines, and inference APIs. Available to approved broadcast partners and research institutions.