Ocular AI

Ocular AI is a data platform specializing in the creation and distribution of high-fidelity, multilingual, full-duplex conversational datasets. The company focuses on capturing natural human speech interactions, including overlapping speech, backchannels, and disfluencies, across a wide range of languages and dialects. Their datasets are designed to train and evaluate advanced speech recognition, natural language understanding, and conversational AI systems. The platform offers a diverse marketplace that includes proprietary datasets, open-source resources, and expert-annotated collections. Each dataset is recorded in full-duplex stereo, preserving the spatial and temporal dynamics of two-speaker conversations. The languages currently supported include American English, French, Arabic, Spanish, Indonesian, Russian, Mandarin, Vietnamese, Japanese, Thai, German, Hindi, Korean, and Polish, with plans to expand to additional languages. Researchers and developers can request samples for specific languages, and the platform provides detailed documentation on recording environments, speaker demographics, and annotation schemas. One of the key offerings is the "10hr Multi-Accent English ASR Dataset," which is an open-source, multi-accent collection for automatic speech recognition training. This dataset is particularly useful for building models that generalize across regional variations in English pronunciation, intonation, and vocabulary. In addition to ASR, Ocular AI's datasets support tasks such as speaker diarization, emotion recognition, dialogue state tracking, and language model fine-tuning. The platform also enables users to browse, preview, and purchase datasets directly through its marketplace interface. For enterprise clients, Ocular AI provides custom dataset creat