What use cases do audio models have in production (assistant, content moderation)?

Audio models in production are used in various scenarios:

• Voice Assistants: speech recognition (ASR), speech synthesis (TTS), natural language understanding (NLU) for user interaction.
• Content moderation: automatic detection of unwanted audio (profanity, noises, aggression), filtering audio content on platforms.
• Emotion and mood analysis: determining emotional state from voice to improve UX or monitoring.
• Identification and authentication: speaker recognition for security.
• Music applications: music generation, genre classification, track recommendation.

In production, it is important that models are optimized for speed and resources, provide high accuracy, and are resilient to noise.