The same model for English obtains an accuracy of 59.70% when syllables are discarded and 64% when the prediction of lexical stress is ignored. The best results were obtained with a combination of convolution and attention layers, where the accuracy of the joint prediction for the three tasks was of 58.96% for English and 86.64% for Romanian. The accuracy of the models was evaluated in terms of accuracy for the concurrent prediction of all three tasks, as well as by discarding the syllabification or lexical stress predictions. The proposed network architectures include recurrent, convolution and attention neural layers and were evaluated on hand-checked English and Romanian datasets. In general, the lexical stress assignment and syllabification are used as augmenting input features to the phonetic transcription model and not considered as target features. These text processing tasks are considered essential components for high quality text-to-speech or automatic speech recognition systems, with the phonetic transcription being the most frequently used in these types of applications.Īlthough each of the tasks has been individually and extensively analyzed in the scientific literature, there are few studies which target a concurrent solution for them.
mnt-by: RIPE-NCC-HM-MNT created: last-modified: source: RIPE % Information related to 'AS31554' % Abuse contact for 'AS31554' is aut-num: AS31554 as-name: ALMSOFT-COMPUTERS org: ORG-SACS20-RIPE remarks: - remarks: IPv4 remarks: - import: from AS12310 accept ANY import: from AS6939 accept AS-HURRICANE import: from AS9050 accept AS-RTD import: from AS39107 accept AS-INTERLANRO import: from AS47602 accept ANY import: from AS60539 accept AS-Skylinetelecom import: from AS44186 accept AS44186 import: from AS39629 accept AS39629 export: to AS12310 announce AS-ALTFEL export: to AS6939 announce AS-ALTFEL export: to AS9050 announce AS-ALTFEL export: to AS39107 announce AS-ALTFEL export: to AS47602 announce ANY export: to AS60539 announce ANY export: to AS44186 announce ANY export: to AS39629 announce ANY default: to AS47602 networks AS-ALTFEL default: to AS12310 networks AS-ALTFEL remarks: - remarks: IPv6 remarks: - mp-default: afi ipv6.unicast to AS6939 networks AS31554 mp-default: afi ipv6.unicast to AS12310 networks AS31554 mp-default: afi ipv6.unicast to AS39107 networks AS31554 mp-import: afi ipv6.unicast from AS6939 accept ANY mp-import: afi ipv6.unicast from AS12310 accept ANY mp-import: afi ipv6.unicast from AS39107 accept ANY mp-export: afi ipv6.unicast to AS6939 announce AS-ALTFELv6 mp-export: afi ipv6.unicast to AS12310 announce AS-ALTFELv6 mp-export: afi ipv6.unicast to AS39107 announce AS-ALTFELv6 admin-c: AN1654-RIPE tech-c: AN1654-RIPE remarks: - remarks: ALTFEL filters inbound prefixes /32 remarks: - remarks: Public Looking Glass remarks: remarks: - remarks: Communities definitions remarks: remarks: - remarks: We are present at: INTERLAN remarks: Peering issues: noc AT remarks: - status: ASSIGNED mnt-by: RIPE-NCC-END-MNT mnt-by: ALMSOFT-MNT created: last-modified: source: RIPE sponsoring-org: ORG-AI97-RIPE organisation: ORG-SACS20-RIPE org-name: SC Almsoft Computers SRL org-type: OTHER address: Mihai Bravu 57-65 Bl.c19, Sc.C, ap.113 address: Bucuresti Sector 2 address: Romania phone: +40 abuse-c: AR27800-RIPE admin-c: AM8049-RIPE tech-c: AM8049-RIPE mnt-by: ALMSOFT-MNT mnt-ref: ALMSOFT-MNT created: last-modified: source: RIPE # Filtered role: ALMSOFT NETWORKS address: Almsoft Computers address: Mihai Bravu 57-65 address: Sector 2, Bucuresti, Romania admin-c: AM8049-RIPE tech-c: MB12000-RIPE nic-hdl: AN1654-RIPE mnt-by: ALMSOFT-MNT created: last-modified: source: RIPE # Filtered % This query was served by the RIPE Database Query Service version 1.92.This paper evaluates four different sequence-to-sequence deep neural network architectures aimed to jointly solve the tasks of: phonetic transcription, lexical stress assignment and syllabification. % Information related to 'AS31246 - AS31618' as-block: AS31246 - AS31618 descr: RIPE NCC ASN block remarks: These AS Numbers are assigned to network operators in the RIPE NCC service region. % To receive output for a database update, use the "-B" flag. % See % Note: this output has been filtered. % % The RIPE Database is subject to Terms and Conditions. % This is the RIPE Database query service.
0 kommentar(er)
