audio processing Archives

AppWizard

August 27, 2026

Intelligent transcription with Gemini 3.5 Transcribe

Gemini 3.5 Transcribe is a new speech-to-text model designed for intelligent voice interactions, overcoming challenges faced by traditional speech recognition systems, such as background noise and complex jargon. It transforms raw audio into accurate, formatted text and is available to users of the Gemini app and Android devices. Developers can access its capabilities through the Gemini API in Google AI Studio and the Gemini Enterprise Agent Platform. The model supports two APIs: real-time streaming for interactive applications with sub-second latency and pre-recorded audio processing that includes speaker attribution and word-level timestamps. It enhances transcription accuracy by managing self-corrections, eliminating filler words, and auto-formatting text. The model has a Word Error Rate of 4.0% for streaming and 2.6% for non-streaming scenarios, effectively capturing alphanumeric entities. It adapts to custom vocabulary, supports over 85 languages, and can identify multiple speakers in pre-recorded audio.

AppWizard

August 13, 2026

Marvel Tōkon’s first big PC patch has mostly fixed performance woes, though it hasn’t done much for its Steam reviews

Marvel Tōkon, a 4v4 tag fighter from ArcSystem Works, has received "Mixed" reviews and has declined to "Mostly Negative" ratings due to issues such as mandatory PlayStation Network logins and significant frame drops, reportedly up to eight frames of rollback in online modes. A recent patch has improved gameplay performance by addressing unnecessary audio input checks that caused frame drops and high CPU usage, resulting in a smoother experience for players. Despite these improvements, the mandatory sign-in remains a contentious issue among gamers.

AppWizard

August 12, 2026

Marvel Tōkon PC Patch Traces Stuttering to Audio Device Checks Inside Game Loop

Arc System Works identified two critical audio-system bugs that caused frame rates to drop below 60 FPS on high-end PCs for Marvel Tōkon: Fighting Souls, which launched on August 6. A patch of approximately 10 GB was released on August 10, improving the game's Steam approval rating from around 39% to approximately 46% by August 11. The PC version faced severe stuttering and input lag, leading to negative reviews, while the PS5 version received acclaim. The patch addressed three main issues: a CPU-heavy startup routine, an unnecessary audio-processing task during matches, and a polling loop for audio input devices. Players were advised to accept a shader warm-up prompt on first launch to ensure optimal performance. Despite the improvements, issues like the PSN account requirement and Linux compatibility remain unresolved.