audio

"WAV合成の仕組み 外部ライブラリに依存せず、Pythonの標準ライブラリだけで実装しました。"

"2026年4月16日、Google Cloudから Gemini 3.1 Flash TTS のプレビュー版が公開されました。70を超える言語、30種類のプリセット音声、そして200以上の「オーディオタグ」 で囁き・叫び・笑い・ため息までテキストの中で自在に指示できるという、音声合成の世界をまた一段引き上げるモデルです。"

"With the newly introduced 'style tags' feature, commands in natural language (such as 'whispering' or 'speak a little faster') can be directly embedded into the text, allowing for fine control over various styles, speaking pace, and expressions."

"Experiments on the VoiceBank-DEMAND dataset demonstrate that GatherMOS consistently outperforms DNSMOS, VQScore, naive score averaging, and even learning-based models such as CNN-BLSTM and MOS-SSL when trained under limited labeled-data conditions."

"Feature analysis reveals that pitch variability and spectral richness (spectral centroid, bandwidth) are key discriminative cues."

"Our newest audio model introduces granular audio tags that give you precise control to direct AI speech for expressive audio generation."

"Google’s latest Realtime model Gemini 3.1 Flash Live audio removes that pipeline entirely. It processes audio natively. You stream audio in and the model streams audio back out."

"The Distilled model has been retrained (now v1.1) with improvements to audio quality and a slightly refined visual aesthetic."

"Instead of having AI do everything, we made the decision to strip away features for practicality, focusing on '80% accurate analysis across all thousands of records' rather than '100% accurate analysis on just 10 records'."

"qwen3-omni-moe working (vision + audio input) qwen3-asr working"

"Ladies and gentlemen, it is a great pleasure the confirm that llama.cpp (llama-server) now supports STT with Gemma-4 E2A and E4A models."

"What inspired me to do this is finding out that Charlie Puth has a music production course where you pay over 400 dollars to have an AI chatbot "review" your music"

"“It has a cool lo-fi, late-night, slightly eerie vibe. It feels more like an atmosphere piece than a traditional song— which actually works in its favor.”"

"This time, I would like to write about the subsequent developments of my previous article where I created music using 生成AI and connected them using PC software called rekordbox."

"I am wondering if there is some other insight/strategy where I can do lighting fast conversions from text to audio."

"The proposed model achieved 97.8% accuracy and a macro F1-score of 0.98... highlight[ing] the potential of Transformer-based approaches in low-resource languages."

"The goal is to build a system that takes a song as input and predicts multiple things like genre, mood, and singer gender."

"I'm building my own cloud... I wanted my own way of connecting to machines and the TCP services on those machines without having to install Tailscale... I started building something I call Tela (Filipino for fabric... and it's implemented as a network fabric)."

"Our experiments suggest that the DAT-CFTNet leads to consistently improved performance over the existing models, including CFTNet and DCCRN, in terms of speech intelligibility and quality."

"We release SongFormDB, the largest MSA corpus to date (over 14k songs spanning languages and genres), and SongFormBench, a 300-song expert-verified benchmark."

"VibeVoice achieves 80x compression compared to Encodec with a 7.5 Hz tokenizer, enabling the synthesis of natural conversations up to 4 speakers and 90 minutes long within a single LLM context window, while surpassing competitors with an MOS of 3.76."

"In this article, I will explain the entire process of implementing the complete elimination of this hallucination by migrating from whisper-1 to gpt-4o-transcribe, accompanied by actual code."

"We propose a multimodal deep learning model for VR auralization that generates spatial room impulse responses (SRIRs) in real time to reconstruct scene-specific auditory perception."

"Simply uploading the audio file converted it to MIDI quite naturally. I was happy to think, 'Ah, this might be usable,' especially since the main melody line was very accurate."

"発言の帰属が全話を通してほぼ正確でした。単に「話者A/話者B」ではなく、「イチロー：」「武豊：」と実名で正しく出力されており、この体験を技術的に解説したいと思います。"

"Evaluated on LRS3, VisG AV-HuBERT achieves comparable or improved performance over the baseline AV-HuBERT, with notable gains under heavy noise conditions."

"The Status Pro X are the latest earbuds from Status Audio, based in New York. They include high-end features like a plated metal chassis designed to make the earbuds smaller and easier to wear."

"Recently, MOVA ecosystem company Lingjie Qidian (MOVA TPEAK) announced the completion of a new round of tens of millions of yuan in financing."

"Meta unveils TRIBE v2: Predicting human brain responses to images and audio."

"Alibaba releases its Qwen3.5-Omni omnimodal LLM with support for 10+ hours of audio input, saying the Plus variant surpasses Gemini 3.1 Pro on audio benchmarks (Qwen)"