An aggregate signature scheme is a digital signature protocol that enables the aggregation of multiple signatures. Given n signatures on n distinct messages from n different users, it is possible to combine all these signatures into a single, concise signature. This single signature, along with the n original messages, convinces the verifier that the n users indeed signed their respective n original messages. However, the verifier must have access to all the original messages to perform the verification, highlighting a potential limitation in terms of accessibility and efficiency. Goyal and Vaikuntanathan introduced the concept of local verification, allowing the verifier to determine if a specific message m is part of the aggregated signature by only accessing the message m. In this paper, we extend the single-signer locally verifiable aggregate signature scheme initially proposed by Goyal and Vaikuntanathan, adapting it to a multi-signer context. Our generalization allows the verifier to validate multiple signatures simultaneously using an auxiliary value generated by the LocalOpen algorithm, thereby enhancing verification efficiency. By this generalization, we reduced the number of pairing operations in local verification by a factor of 1/3. Furthermore, we integrate this approach into the multi-signature scheme proposed by Boneh, Drijvers, and Neven, demonstrating its broader applicability and potential benefits in complex cryptographic systems. This integration results in a novel locally verifiable multi-signature scheme.