Abstract: Multimodal speech emotion recognition (SER) has emerged as pivotal for improving human–machine interaction. Researchers are increasingly leveraging both speech and textual information ...

The best audio processing library built on Apple's MLX framework, providing fast and efficient text-to-speech (TTS), speech-to-text (STT), and speech-to-speech (STS) on Apple Silicon. Kokoro Fast, ...

On-device, CPU-only, fully offline translation from spoken English to spoken Hindi. Runs on ARM Android (arm64-v8a, NEON) and x86/Linux (host build for development). No cloud; no Python at runtime.

Abstract: Pre-trained models for automatic speech recognition (ASR) and speech enhancement (SE) have exhibited remarkable capabilities under matched noise and channel conditions. However, these models ...