diff --git a/erpnext/accounts/deferred_revenue.py b/erpnext/accounts/deferred_revenue.py
index 7fbdacc..568ce6b 100644
--- a/erpnext/accounts/deferred_revenue.py
+++ b/erpnext/accounts/deferred_revenue.py
@@ -406,8 +406,6 @@
 		'account': credit_account,
 		'credit': base_amount,
 		'credit_in_account_currency': amount,
-		'party_type': 'Customer' if doc.doctype == 'Sales Invoice' else 'Supplier',
-		'party': against,
 		'account_currency': account_currency,
 		'reference_name': doc.name,
 		'reference_type': doc.doctype,
@@ -420,8 +418,6 @@
 		'account': debit_account,
 		'debit': base_amount,
 		'debit_in_account_currency': amount,
-		'party_type': 'Customer' if doc.doctype == 'Sales Invoice' else 'Supplier',
-		'party': against,
 		'account_currency': account_currency,
 		'reference_name': doc.name,
 		'reference_type': doc.doctype,
diff --git a/erpnext/accounts/doctype/journal_entry/journal_entry.py b/erpnext/accounts/doctype/journal_entry/journal_entry.py
index ca17265..4c82f7f 100644
--- a/erpnext/accounts/doctype/journal_entry/journal_entry.py
+++ b/erpnext/accounts/doctype/journal_entry/journal_entry.py
@@ -407,13 +407,14 @@
 						debit_or_credit = 'Debit' if d.debit else 'Credit'
 						party_account = get_deferred_booking_accounts(d.reference_type, d.reference_detail_no,
 							debit_or_credit)
+						against_voucher = ['', against_voucher[1]]
 					else:
 						if d.reference_type == "Sales Invoice":
 							party_account = get_party_account_based_on_invoice_discounting(d.reference_name) or against_voucher[1]
 						else:
 							party_account = against_voucher[1]
 
-					if (against_voucher[0] != d.party or party_account != d.account):
+					if (against_voucher[0] != cstr(d.party) or party_account != d.account):
 						frappe.throw(_("Row {0}: Party / Account does not match with {1} / {2} in {3} {4}")
 							.format(d.idx, field_dict.get(d.reference_type)[0], field_dict.get(d.reference_type)[1],
 								d.reference_type, d.reference_name))
@@ -478,13 +479,22 @@
 
 	def set_against_account(self):
 		accounts_debited, accounts_credited = [], []
-		for d in self.get("accounts"):
-			if flt(d.debit > 0): accounts_debited.append(d.party or d.account)
-			if flt(d.credit) > 0: accounts_credited.append(d.party or d.account)
+		if self.voucher_type in ('Deferred Revenue', 'Deferred Expense'):
+			for d in self.get('accounts'):
+				if d.reference_type == 'Sales Invoice':
+					field = 'customer'
+				else:
+					field = 'supplier'
 
-		for d in self.get("accounts"):
-			if flt(d.debit > 0): d.against_account = ", ".join(list(set(accounts_credited)))
-			if flt(d.credit > 0): d.against_account = ", ".join(list(set(accounts_debited)))
+				d.against_account = frappe.db.get_value(d.reference_type, d.reference_name, field)
+		else:
+			for d in self.get("accounts"):
+				if flt(d.debit > 0): accounts_debited.append(d.party or d.account)
+				if flt(d.credit) > 0: accounts_credited.append(d.party or d.account)
+
+			for d in self.get("accounts"):
+				if flt(d.debit > 0): d.against_account = ", ".join(list(set(accounts_credited)))
+				if flt(d.credit > 0): d.against_account = ", ".join(list(set(accounts_debited)))
 
 	def validate_debit_credit_amount(self):
 		for d in self.get('accounts'):
diff --git a/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py b/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
index 6a488ea..9bb6507 100644
--- a/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
+++ b/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
@@ -2446,6 +2446,69 @@
 
 		frappe.db.set_value('Accounts Settings', None, 'over_billing_allowance', over_billing_allowance)
 
+	def test_multi_currency_deferred_revenue_via_journal_entry(self):
+		deferred_account = create_account(account_name="Deferred Revenue",
+			parent_account="Current Liabilities - _TC", company="_Test Company")
+
+		acc_settings = frappe.get_doc('Accounts Settings', 'Accounts Settings')
+		acc_settings.book_deferred_entries_via_journal_entry = 1
+		acc_settings.submit_journal_entries = 1
+		acc_settings.save()
+
+		item = create_item("_Test Item for Deferred Accounting")
+		item.enable_deferred_expense = 1
+		item.deferred_revenue_account = deferred_account
+		item.save()
+
+		si = create_sales_invoice(customer='_Test Customer USD', currency='USD',
+			item=item.name, qty=1, rate=100, conversion_rate=60, do_not_save=True)
+
+		si.set_posting_time = 1
+		si.posting_date = '2019-01-01'
+		si.items[0].enable_deferred_revenue = 1
+		si.items[0].service_start_date = "2019-01-01"
+		si.items[0].service_end_date = "2019-03-30"
+		si.items[0].deferred_expense_account = deferred_account
+		si.save()
+		si.submit()
+
+		pda1 = frappe.get_doc(dict(
+			doctype='Process Deferred Accounting',
+			posting_date=nowdate(),
+			start_date="2019-01-01",
+			end_date="2019-03-31",
+			type="Income",
+			company="_Test Company"
+		))
+
+		pda1.insert()
+		pda1.submit()
+
+		expected_gle = [
+			["Sales - _TC", 0.0, 2089.89, "2019-01-31"],
+			[deferred_account, 2089.89, 0.0, "2019-01-31"],
+			["Sales - _TC", 0.0, 1887.64, "2019-02-28"],
+			[deferred_account, 1887.64, 0.0, "2019-02-28"],
+			["Sales - _TC", 0.0, 2022.47, "2019-03-15"],
+			[deferred_account, 2022.47, 0.0, "2019-03-15"]
+		]
+
+		gl_entries = gl_entries = frappe.db.sql("""select account, debit, credit, posting_date
+			from `tabGL Entry`
+			where voucher_type='Journal Entry' and voucher_detail_no=%s and posting_date <= %s
+			order by posting_date asc, account asc""", (si.items[0].name, si.posting_date), as_dict=1)
+
+		for i, gle in enumerate(gl_entries):
+			self.assertEqual(expected_gle[i][0], gle.account)
+			self.assertEqual(expected_gle[i][1], gle.credit)
+			self.assertEqual(expected_gle[i][2], gle.debit)
+			self.assertEqual(getdate(expected_gle[i][3]), gle.posting_date)
+
+		acc_settings = frappe.get_doc('Accounts Settings', 'Accounts Settings')
+		acc_settings.book_deferred_entries_via_journal_entry = 0
+		acc_settings.submit_journal_entriessubmit_journal_entries = 0
+		acc_settings.save()
+
 def get_sales_invoice_for_e_invoice():
 	si = make_sales_invoice_for_ewaybill()
 	si.naming_series = 'INV-2020-.#####'