Audio2Tool is a new benchmark dataset that shows speech models perform well on simple commands but degrade sharply on compositional tasks and realistic acoustic noise.
3d-speaker: A large-scale multi-device, multi-distance, and multi-dialect cor- pus for speech representation disentanglement
3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 3verdicts
UNVERDICTED 3representative citing papers
SoulX-Transcriber is a unified LLM framework for end-to-end multi-speaker transcription using two-stage training (speaker-aware pre-training then supervised fine-tuning) that reports strong results on AliMeeting, AISHELL-4, and AMI.
Kiwano is an open-source toolkit that supplies standardized PyTorch pipelines, pretrained models, and evaluation protocols for speaker verification.
citing papers explorer
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Audio2Tool: Speak, Call, Act -- A Dataset for Benchmarking Speech Tool Use
Audio2Tool is a new benchmark dataset that shows speech models perform well on simple commands but degrade sharply on compositional tasks and realistic acoustic noise.
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SoulX-Transcriber: A Robust End-to-End Framework for Multi-Speaker Speech Transcription
SoulX-Transcriber is a unified LLM framework for end-to-end multi-speaker transcription using two-stage training (speaker-aware pre-training then supervised fine-tuning) that reports strong results on AliMeeting, AISHELL-4, and AMI.
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Kiwano: A Cutting-Edge Open-Source Toolkit for Speaker Verification
Kiwano is an open-source toolkit that supplies standardized PyTorch pipelines, pretrained models, and evaluation protocols for speaker verification.