Whisper as a Speech Emotion Recognition Backbone
Whisper wasn't built for emotions, but researchers extracted real signal anyway.
Deshawn Calloway
Voice Modeler
Posthumous and Commemorative Voice Reconstruction Ethics
AI voice cloning outpaces ethics as families gain power to resurrect the dead.
Priya Subramaniam
Voice Cloning Detection and Anti-Spoofing Techniques
Deepfake fraud attempts exploded 1,300% in 2024, overwhelming traditional detection methods.
Lena Koscielny
Enterprise Text to Speech Providers With Verified Support for Tonal Languages
Azure and MiniMax document tonal language support where others stay vague.
Priya Subramaniam
Synthetic Voice Identity for Brand and Product Personas
Custom voice personas beat library voices when brand identity matters more than speed.
Priya Subramaniam
Voice Cloning Consent Frameworks and Legal Obligations
Three separate legal regimes now govern voice cloning, each with its own rules.
Deshawn Calloway
AI Dubbing and Voice Replacement in Film and Streaming
Netflix and Amazon's stumbles show audiences want AI dubbing's access, not its shortcuts.
Lena Koscielny
Voice cloning tools for brand identity: minimum sample requirements and output quality
Clean audio matters more than sample length when cloning your brand's voice.
Marcus Oyelaran
STT Data Privacy and Compliance in Healthcare and Finance
Voiceprints cannot be reset after a breach, making audio compliance a permanent-record problem.
Lena Koscielny
Whisper Model Deployment Options and Self-Hosting Tradeoffs
Decide where to run Whisper based on residency, not cost alone.
Priya Subramaniam
Domain-Specific STT Fine-Tuning for Medical and Legal Transcription
Fine-tuning adapts speech models to medical and legal vocabularies where general models fail.
Lena Koscielny
Punctuation and Formatting in Automated Transcripts for Downstream NLP
Proper punctuation and casing, not model architecture, fix downstream NLP.
Lena Koscielny