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Speech Technology Papers·2026
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SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue

Ruiqi Li, Yu Zhang +4

Zero-shot TTS for expressive long-form monologue and multi-speaker dialogue, designed to preserve acoustic consistency, conversational coherence, and affective continuity. Trained on SwanData-Speech and using a 25 Hz VAE, pause-aware text conditioning, and a flow-matching DiT with DiffusionNFT fine-tuning.

#paper#speech#audio#voice#foundation-model
Hugging Face
AI Audio·2026
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Higgs Audio v3 TTS

Boson AI

Converts text into expressive conversational speech across 100+ languages with zero-shot voice cloning and inline control tokens for emotion, style, prosody, pauses, and sound effects. Released under a research/non-commercial license; commercial use requires separate licensing.

#huggingface#audio#speech#multilingual#transformers+2
Hugging Face
AI Dataset·2026
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EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents

ServiceNow-AI

End-to-end evaluation framework for conversational voice agents that runs bot-to-bot audio simulations and scores agents on task accuracy (EVA-A) and interaction experience (EVA-X). Includes per-scenario backend state, accent/noise perturbations, and 213 scenarios across airline, healthcare HR, and enterprise IT domains.

#huggingface#voice#speech#ASR#tts+4
Hugging Face
AI Audio·2026
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ZONOS2

Gabriel Clark, Sofian Mejjoute +3·Zyphra

Multilingual, low-latency text-to-speech model for speech generation and zero-shot voice cloning. Uses an MoE backbone with ECAPA-TDNN speaker embeddings, supports audio prefixes, fine-grained prosody/emotion controls and 44.1kHz output; optimized for Linux + NVIDIA GPUs.

#tts#audio#multilingual#voice#huggingface+4
Hugging Face
AI Audio·2026
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CohereLabs/cohere-transcribe-arabic-07-2026

CohereLabs

Transcribes Arabic speech to text using a CohereLabs-trained ASR model compatible with the Hugging Face Transformers pipeline. Provides safetensors weights, endpoint compatibility and a DOI-tagged release; suitable for Arabic transcription workflows but may require adaptation for diverse dialects or noisy audio.

#ASR#speech#audio#transformers#huggingface+4
Hugging Face
AI Audio·2026
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Gepard

Nineninesix, Inc., NVIDIA +1

Generates streaming, low‑latency neural speech for real‑time dialogue by autoregressively producing audio frames as text arrives; joint text–speech training preserves natural prosody. Optimized for vLLM streaming (~50 ms first chunk), supports short‑clip voice cloning and four languages.

#tts#vllm#qwen#transformers#huggingface+5
Hugging Face
AI Audio·2026
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Inflect-Micro-v2

Owen Song

Local English text-to-waveform TTS producing a single fixed synthetic voice in a deployable package below 10M parameters. Offers deterministic seeds, punctuation-aware long-text chunking, CPU/CUDA and ONNX runtime options, measured evaluations and a compact FP32 footprint; English-only, one voice.

#pytorch#huggingface#speech#audio#voice+5
Hugging Face
AI Audio·2026
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Inflect-Nano-v2

Owen Song

Generates English speech locally from text into 24 kHz waveforms with a fixed synthetic male voice. Complete text-to-waveform TTS under ~4M parameters (≈16 MB FP32), supports CPU/CUDA inference, deterministic seeds, long-text chunking and an ONNX export path under Apache-2.0 license.

#tts#speech#audio#huggingface#pytorch+4
AI Video Papers·2026
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Vidu S1: A Real-Time Interactive Video Generation Model

Jintao Zhang, Kai Jiang +25

Generates real-time, infinite-length interactive videos of voice-controllable digital characters — 540p at up to 42 FPS on consumer GPUs. Uses TurboDiffusion and TurboServe to maintain temporal coherence without blur or drift, and accepts custom person, anime, or pet images plus selectable voice tones.

#video#ai-video#multimodal#voice#ai-inference+4
Hugging Face
AI Audio·2026
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VibeVoice-ASR-BitNet

Microsoft Research

Multilingual, real-time ASR for edge CPUs that uses heterogeneous quantization to reduce model size (4.62→1.58 GB) and lower inference latency. Trades some accuracy for 1.6–2.3× faster inference vs. Whisper.cpp and real-time capability on a few CPU threads, making it suitable for memory- and compute-constrained on-device transcription.

#huggingface#multilingual#ASR#stt#audio+5
Hugging Face
AI Audio·2026
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Audio8 TTS Preview 0.6B

Audio8

Multilingual neural text-to-speech model (0.6B params) with zero-shot voice cloning and a bundled 44.1 kHz codec. Preview release targets 11 recommended languages and aims to deliver near-SOTA quality in a compact checkpoint suited for voice cloning and multilingual TTS prototypes.

#audio#tts#voice#multilingual#huggingface+3
Hugging Face
AI Audio·2026
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NVIDIA NemotronLabs VoiceChat 11B

NVIDIA

An end-to-end 11B full-duplex speech model for real-time conversational AI that jointly performs streaming speech understanding and generation, enabling ~450 ms turn-taking, barge‑in and live tool calling in a single unified architecture; research use only.

#nvidia#huggingface#voice#speech#ASR+6
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