#arabic-tts

#arabic-tts

Jeff Bezos had been vocal about his desire for a voice computer, believing it would simplify interactions with technology and enhance the shopping experience on Amazon.

Cohere's Transcribe model is designed for tasks like note-taking and speech analysis, supporting 14 languages and optimized for consumer-grade GPUs, making it accessible for self-hosting.

If you've ever used tools like PhonicMind or LALAL.AI, you know the drill: Upload your MP3. Wait in a queue. Pay for "credits" or high-quality downloads. Your file sits on someone else's server. For musicians, producers, or just karaoke fans, this is slow and privacy-invasive.

In a phone call, the assistant gets activated by the 'Hey Magenta' wake-up word. It listens only to the question you ask. If you want to ask something else later in the conversation, you have to activate it again.

Talking to ChatGPT feels more collaborative than typing. It shines for brainstorming, prep, and translation. Usage limits can interrupt productivity mid-session. Voice Mode runs on mobile devices, as well as in your browser. On mobile, there are two ChatGPT widgets available for the lock screen. One widget opens the app, and one launches ChatGPT Voice.

As explained by Meta: AI-powered translations for Reels are starting to roll out in more languages, including Bengali, Tamil, Telugu, Marathi, and Kannada, on Instagram. These new additions build on our existing language support for English, Hindi, Portuguese, and Spanish. The addition of more of the languages spoken in India is significant, because India is now the biggest single market for both Facebook and Instagram usage, beating out the U.S. by a significant margin.

By comparing how AI models and humans map these words to numerical percentages, we uncovered significant gaps between humans and large language models. While the models do tend to agree with humans on extremes like 'impossible,' they diverge sharply on hedge words like 'maybe.' For example, a model might use the word 'likely' to represent an 80% probability, while a human reader assumes it means closer to 65%.

ElevenLabs co-founder and CEO Mati Staniszewski says voice is becoming the next major interface for AI - the way people will increasingly interact with machines as models move beyond text and screens. Speaking at Web Summit in Doha, Staniszewski told TechCrunch voice models like those developed by ElevenLabs have recently moved beyond simply mimicking human speech - including emotion and intonation - to working in tandem with the reasoning capabilities of large language models.