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New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity
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PrefSQA Introduces Pairwise Preference Prediction for Speech Quality Assessment Technology
Artificial Intelligence #speech quality assessment#pairwise preference

PrefSQA Introduces Pairwise Preference Prediction for Speech Quality Assessment

A research paper proposes PrefSQA, a pairwise preference prediction method for speech quality assessment that reduces rater variability compared to traditional mean opinion scores. The method incorporates uncertainty-aware logits, an impairment attention head, and non-matching-reference comparisons. Experiments on five datasets show clear improvements over baselines, especially with high-quality preference data.

Jul 8, 2026 1 source
Comprehensive Survey of 120 Sign-Language Datasets Identifies Key Gaps in Scale and Annotation Standards Technology
Artificial Intelligence #sign-language#datasets

Comprehensive Survey of 120 Sign-Language Datasets Identifies Key Gaps in Scale and Annotation Standards

A comprehensive survey of 120 sign-language datasets across 35 languages reveals fragmented annotations, modality imbalance, and signer bias. The study introduces a 24-field datasheet and a public GitHub repository to standardize documentation and improve scalability.

Jun 20, 2026 1 source