ESTABLISHEDSCIENCEscience-backed 98%
Speech Toxicity Detection Using Paralinguistic Features
Quality 83/10041 signals6 source typessince 2026-05-18
History
Flagged 2026-05-18 · Status ESTABLISHED (since 2026-06-17) · last active 2026-07-28
2026-05-19signals (cumulative): 3 → 412026-07-28
Y = cumulative signals, X = time. A steep climb means the cluster is actively growing; a flat or abruptly-ending line means momentum is gone.
| date | signals | new | substance |
|---|---|---|---|
| 2026-05-19 | 3 | 67% | |
| 2026-05-24 | 4 | +1 | 75% |
| 2026-05-30 | 4 | +0 | 75% |
| 2026-06-04 | 4 | +0 | 75% |
| 2026-06-10 | 10 | +6 | 90% |
| 2026-06-15 | 13 | +3 | 92% |
| 2026-06-20 | 17 | +4 | 94% |
| 2026-06-26 | 19 | +2 | 95% |
| 2026-07-01 | 23 | +4 | 96% |
| 2026-07-06 | 25 | +2 | 96% |
| 2026-07-12 | 29 | +4 | 97% |
| 2026-07-17 | 34 | +5 | 97% |
| 2026-07-23 | 36 | +2 | 97% |
| 2026-07-28 | 41 | +5 | 98% |
Evidence
The 41 collected signals behind this trend — the 20 most recent, each linking to its primary source.
- 2026-07-27Papers With CodeMultimodal Speaker Verification as a Threat to Speaker Anonymization · detail
- 2026-07-27arXivTransforming Keystroke Noise to Text: Self-Supervised Acoustic Eavesdropping Attacks on Keyboards · detail
- 2026-07-25PubMedArtificial Intelligence in Voice Disorders: Current Landscape, Emerging Applications and Future Directions. · detail
- 2026-07-24arXivToward Generalizable Cognitive Impairment Detection with Speech-Based Multimodal Large Language Models · detail
- 2026-07-24arXivDONDO: Open w2v-BERT Speech-Recognition Base Models for African Languages · detail
- 2026-07-21Papers With CodeGigaAM Multilingual: Foundation Model for Underrepresented Languages · detail
- 2026-07-20arXivControlling Implicit Shortcut Reliance in L2 Spoken English Auto-markers · detail
- 2026-07-16arXivMetaPerch: Learning from metadata for bioacoustics foundation models · detail
- 2026-07-15arXivExplainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction · detail
- 2026-07-15arXivAudio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model · detail
- 2026-07-14arXivEncoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models · detail
- 2026-07-13Papers With CodePhone Segmentation and Recognition through Phonological Activation Mapping · detail
- 2026-07-08Papers With CodeVIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech · detail
- 2026-07-08arXivHierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs · detail
- 2026-07-07Papers With CodeSpeaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study · detail
- 2026-07-07Papers With CodeSpeaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization · detail
- 2026-07-06OpenAlexSignal-to-Noise Ratio Tolerance in Self-Supervised Speech Representations Across Low-Resource Languages · detail
- 2026-07-03arXivAudio-Based Understanding of Audiobook Narration Appeal · detail
- 2026-07-01Papers With CodeRedVox: Safety and Fairness Gaps in Speech Models Across Languages · detail
- 2026-06-30arXivTRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech · detail