diff --git a/internal/transform/schema.go b/internal/transform/schema.go
index cbe190fa..981006c6 100644
--- a/internal/transform/schema.go
+++ b/internal/transform/schema.go
@@ -74,7 +74,7 @@ type TransactionOutput struct {
 	TotalNonRefundableResourceFeeCharged int64          `json:"non_refundable_resource_fee_charged"`
 	TotalRefundableResourceFeeCharged    int64          `json:"refundable_resource_fee_charged"`
 	RentFeeCharged                       int64          `json:"rent_fee_charged"`
-	Signatures                           []string       `json:"signatures"`
+	TxSigners                            []string       `json:"tx_signers"`
 }
 
 type LedgerTransactionOutput struct {
diff --git a/internal/transform/transaction.go b/internal/transform/transaction.go
index 973935fb..d0ee1415 100644
--- a/internal/transform/transaction.go
+++ b/internal/transform/transaction.go
@@ -12,6 +12,7 @@ import (
 	"github.com/stellar/stellar-etl/internal/utils"
 
 	"github.com/stellar/go/ingest"
+	"github.com/stellar/go/strkey"
 	"github.com/stellar/go/xdr"
 )
 
@@ -188,6 +189,11 @@ func TransformTransaction(transaction ingest.LedgerTransaction, lhe xdr.LedgerHe
 
 	outputTxResultCode := transaction.Result.Result.Result.Code.String()
 
+	txSigners, err := getTxSigners(transaction.Envelope.Signatures())
+	if err != nil {
+		return TransactionOutput{}, err
+	}
+
 	outputSuccessful := transaction.Result.Successful()
 	transformedTransaction := TransactionOutput{
 		TransactionHash:                      outputTransactionHash,
@@ -224,7 +230,7 @@ func TransformTransaction(transaction ingest.LedgerTransaction, lhe xdr.LedgerHe
 		TotalNonRefundableResourceFeeCharged: outputTotalNonRefundableResourceFeeCharged,
 		TotalRefundableResourceFeeCharged:    outputTotalRefundableResourceFeeCharged,
 		RentFeeCharged:                       outputRentFeeCharged,
-		Signatures:                           getSignatures(transaction.Envelope.Signatures()),
+		TxSigners:                            txSigners,
 	}
 
 	// Add Muxed Account Details, if exists
@@ -249,8 +255,12 @@ func TransformTransaction(transaction ingest.LedgerTransaction, lhe xdr.LedgerHe
 		innerHash := transaction.Result.InnerHash()
 		transformedTransaction.InnerTransactionHash = hex.EncodeToString(innerHash[:])
 		transformedTransaction.NewMaxFee = uint32(transaction.Envelope.FeeBumpFee())
+		txSigners, err := getTxSigners(transaction.Envelope.FeeBump.Signatures)
+		if err != nil {
+			return TransactionOutput{}, err
+		}
 
-		transformedTransaction.Signatures = getSignatures(transaction.Envelope.FeeBump.Signatures)
+		transformedTransaction.TxSigners = txSigners
 	}
 
 	return transformedTransaction, nil
@@ -299,11 +309,16 @@ func formatSigners(s []xdr.SignerKey) pq.StringArray {
 	return signers
 }
 
-func getSignatures(xdrSignatures []xdr.DecoratedSignature) []string {
-	signatures := make([]string, len(xdrSignatures))
+func getTxSigners(xdrSignatures []xdr.DecoratedSignature) ([]string, error) {
+	signers := make([]string, len(xdrSignatures))
+
 	for i, sig := range xdrSignatures {
-		signatures[i] = base64.StdEncoding.EncodeToString(sig.Signature)
+		signerAccount, err := strkey.Encode(strkey.VersionByteAccountID, sig.Signature)
+		if err != nil {
+			return nil, err
+		}
+		signers[i] = signerAccount
 	}
 
-	return signatures
+	return signers, nil
 }
diff --git a/internal/transform/transaction_test.go b/internal/transform/transaction_test.go
index 8cad7e33..cc024954 100644
--- a/internal/transform/transaction_test.go
+++ b/internal/transform/transaction_test.go
@@ -106,7 +106,7 @@ func makeTransactionTestOutput() (output []TransactionOutput, err error) {
 			SorobanResourcesReadBytes:    0,
 			SorobanResourcesWriteBytes:   0,
 			TransactionResultCode:        "TransactionResultCodeTxFailed",
-			Signatures:                   []string{"9GuLXL2cz09UOAJGSxbtMmTyn7Eb8EJ6ti29TgV/Gj2z7uVMIM56DZqFlJUd+jCELFajOCAsS1fi+0wEO7aECA=="},
+			TxSigners:                    []string{"GD2GXC24XWOM6T2UHABEMSYW5UZGJ4U7WEN7AQT2WYW32TQFP4ND3M7O4VGCBTT2BWNILFEVDX5DBBBMK2RTQIBMJNL6F62MAQ53NBAIXUDA"},
 		},
 		{
 			TxEnvelope:                   "AAAABQAAAQAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHCAAAAACAAAAAIjhprSlcVKPqp8m4g5svD/nPK6AtEZjDFvvAVKvcH14AAAAAAIU9jYAAAB9AAAAAQAAAAAAAAAAAAAAAF8Gq3QAAAABAAAAF0hMNWFDZ296UUhJVzdzU2M1WGRjZm1SAAAAAAEAAAABAAAAABxHQZcY7vqkWzjLfy8lUBqeOcuDh6Y26fvMDHSkdwMYAAAAAgAAAAAAAAAAAAAAAAAAAAABAgMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABY0KvjwAAAED0a4tcvZzPT1Q4AkZLFu0yZPKfsRvwQnq2Lb1OBX8aPbPu5UwgznoNmoWUlR36MIQsVqM4ICxLV+L7TAQ7toQI",
@@ -136,7 +136,7 @@ func makeTransactionTestOutput() (output []TransactionOutput, err error) {
 			SorobanResourcesReadBytes:    0,
 			SorobanResourcesWriteBytes:   0,
 			TransactionResultCode:        "TransactionResultCodeTxFeeBumpInnerSuccess", //inner fee bump success
-			Signatures:                   []string{"9GuLXL2cz09UOAJGSxbtMmTyn7Eb8EJ6ti29TgV/Gj2z7uVMIM56DZqFlJUd+jCELFajOCAsS1fi+0wEO7aECA=="},
+			TxSigners:                    []string{"GD2GXC24XWOM6T2UHABEMSYW5UZGJ4U7WEN7AQT2WYW32TQFP4ND3M7O4VGCBTT2BWNILFEVDX5DBBBMK2RTQIBMJNL6F62MAQ53NBAIXUDA"},
 		},
 		{
 			TxEnvelope:                   "AAAAAgAAAAAcR0GXGO76pFs4y38vJVAanjnLg4emNun7zAx0pHcDGAAAAGQBpLyvsiV6gwAAAAIAAAABAAAAAAAAAAAAAAAAXwardAAAAAEAAAAFAAAACgAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAMCAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAABdITDVhQ2dvelFISVc3c1NjNVhkY2ZtUgAAAAABAAAAAQAAAABrWN1saJMLbQMdxbv64j76HsPwu1jCvI2TjUfB37O+cwAAAAIAAAAAAAAAAAAAAAAAAAAAAQIDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFjQq+PAAAAQPRri1y9nM9PVDgCRksW7TJk8p+xG/BCerYtvU4Ffxo9s+7lTCDOeg2ahZSVHfowhCxWozggLEtX4vtMBDu2hAg=",
@@ -166,7 +166,7 @@ func makeTransactionTestOutput() (output []TransactionOutput, err error) {
 			SorobanResourcesReadBytes:    0,
 			SorobanResourcesWriteBytes:   0,
 			TransactionResultCode:        "TransactionResultCodeTxInsufficientBalance",
-			Signatures:                   []string{"9GuLXL2cz09UOAJGSxbtMmTyn7Eb8EJ6ti29TgV/Gj2z7uVMIM56DZqFlJUd+jCELFajOCAsS1fi+0wEO7aECA=="},
+			TxSigners:                    []string{"GD2GXC24XWOM6T2UHABEMSYW5UZGJ4U7WEN7AQT2WYW32TQFP4ND3M7O4VGCBTT2BWNILFEVDX5DBBBMK2RTQIBMJNL6F62MAQ53NBAIXUDA"},
 		},
 	}
 	return