Fish Audio releases Live 3 full-duplex voice model
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The listing cites a 186 ms reaction time, but the fetched page is only a cookie notice.
Phonon TTS is a new on-device speech synthesis model that tops benchmarks for quality and efficiency.
ScrambleMark achieves 97% evasion on commercial platforms while preserving speech naturalness at 4.2/5.
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The 2.17B checkpoint accepts text, images, video and 16 kHz audio, and can reply with text, 24 kHz speech, or both.
A text-conditioned style embedding supports prompt-based voice design and instruction-based editing of one attribute.
IBM published Granite Switch 4.1, offering chat, decisions, and speech through a single endpoint.

SpaceXAI’s Grok Voice 3.0 voice-agent model is reported to rank first on Artificial Analysis.
OpenPA uses Whisper cross-attention to score pronunciation at word and utterance level without forced alignment.
DistilHuBERT accent classifiers look strong in-corpus but fail speaker-disjoint and cross-corpus tests.
A 5.8M model timestamps 54 non-speech sounds and merges them into Whisper transcripts.
SepGen jointly generates video, a mixed soundtrack, and per-source audio stems, and can also separate mixes from captions.
LoRA-adapted Whisper systems for NADI 2026 Arabic ASR reach 57.1%, 46.7%, and 14.49% WER on three subtasks.
Acoustic ASV attackers generally beat content-oriented ones against multilingual voice anonymization.
Instrument-anchored LLM judges transfer counseling-quality ratings across domains and beat in-domain training.
HiPLEX factorizes full-duplex speech policies so reinforcement learning can improve timing and content separately.

Microsoft released MAI-Transcribe-2-Streaming and two MAI-Voice text-to-speech models for low-latency voice agents.
UniAE-MoE fuses Qwen2-Audio and Audio-Flamingo 3 encoders, scoring 0.802 on XARES-LLM.
Training-free affinity fusion combines neural and embedding diarization, reducing error on AMI and CALLHOME.
SI-cpWER measures whether the same speaker keeps one identity across meetings, and ThyVoice leads commercial cascades.

Alibaba released API-only Qwen-Audio-3.1-Realtime, a full-duplex voice model for tool-using agents.
Tacit-TTS distills IndexTTS2 into transcript-free masked voice cloning that is over 10x faster.
DeMark removes learning-based audio watermarks query-free, reaching 0.92–0.96 success while preserving speech quality.
Redwing keeps generated-speech watermarks intact through retokenization using a spectral substitution basis.
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