Abstract: The present disclosure provides a weakly-supervised sound event detection method and system based on adaptive hierarchical pooling. The system includes an acoustic model and an adaptive hierarchical pooling algorithm module (AHPA-model), where the acoustic model inputs a pre-processed and feature-extracted audio signal, and predicts a frame-level prediction probability aggregated by the AHPA-module to obtain a sentence-level prediction probability. The acoustic model and a relaxation parameter are jointly optimized to obtain an optimal model weight and an optimal relaxation parameter based for formulating each category of sound event. A pre-processed and feature-extracted unknown audio signal is input to obtain frame-level prediction probabilities of all target sound events (TSEs), and sentence-level prediction probabilities of all categories of TSEs are obtained based on an optimal pooling strategy of each category of TSE.

Abstract: Crystal form A of a compound represented by formula (I) and an application thereof in preparing a drug for treating an SGLT1/SGLT2-related disease.

Abstract: A class of compounds as a SGLT1/SGLT2/DPP4 triple inhibitor, and an application in preparation of a drug serving as the SGLT1/SGLT2/DPP4 triple inhibitor. Compounds represented by formula (I), and isomers and pharmaceutically-acceptable salts thereof are specifically involved.

Abstract: Compounds as SGLT2/DPP4 dual inhibitors, and application in preparation of medicines as the SGLT2/DPP4 dual inhibitors. A compound represented by formula (I), and an isomer or pharmaceutically acceptable salt thereof are specifically involved.

Abstract: A glucoside derivative that acts as an SGLT1 inhibitor and an application thereof in the preparation of a drug for SGLT1 related diseases. Specifically disclosed is a compound represented by formula (II), a tautomer thereof or a pharmaceutically acceptable composition thereof.

Abstract: Disclosed are a class of coumarin-like cyclic compounds as MEK inhibitors and pharmaceutical compositions comprising the compounds, and the use of same in the preparation of a drug for treating MEK-related diseases. Particularly disclosed are compounds as shown in formula (I) and pharmaceutically acceptable salts thereof or tautomers thereof.

Abstract: A compound as an SGLT1/SGLT2 dual inhibitor, and an application thereof in the preparation of a drug as the SGLT1/SGLT2 dual inhibitor. The compound is a compound represented by formula (I), an isomer thereof, or a pharmaceutically acceptable salt thereof.

Abstract: A compound as an SGLT1/SGLT2 dual inhibitor, and an application thereof in the preparation of a drug as the SGLT1/SGLT2 dual inhibitor. The compound is a compound represented by formula (I), an isomer thereof, or a pharmaceutically acceptable salt thereof.

Abstract: Disclosed are a class of coumarin-like cyclic compounds as MEK inhibitors and pharmaceutical compositions comprising the compounds, and the use of same in the preparation of a drug for treating MEK-related diseases. Particularly disclosed are compounds as shown in formula (I) and pharmaceutically acceptable salts thereof or tautomers thereof.

Abstract: The present invention is directed to substituted five membered heteroaryl benzamide compounds of formula (I) (Formula (I)) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to benzyl urea compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence may be useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor Trk-A, Trk-B and/or Trk-C.

Abstract: The present invention is directed to a bicyclic heteroaryl benzamide compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to a bicyclic heteroaryl benzamide compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to six membered heteroaryl benzamide compounds of formula (I), which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to benzyl urea compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence may be useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor Trk-A, Trk-B and/or Trk-C.

Abstract: The present invention is directed to substituted five membered heteroaryl benzamide compounds of formula (I) (Formula (I)) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to six membered heteroaryl benzamide compounds of formula (I), which are tropomyosin-related kinase (Trk) family protein pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to a bicyclic heteroaryl benzamide compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to a bicyclic heteroaryl benzamide compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence are useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor TrkA.

Abstract: The present invention is directed to benzyl urea compounds of formula (I) which are tropomyosin-related kinase (Trk) family protein kinase inhibitors, and hence may be useful in the treatment of pain, inflammation, cancer, restenosis, atherosclerosis, psoriasis, thrombosis, a disease, disorder, injury, or malfunction relating to dysmyelination or demyelination or a disease or disorder associated with abnormal activities of nerve growth factor (NGF) receptor Trk-A, Trk-B and/or Trk-C.