For doing so please use the following command. Before executing the following command I will strongly recommend that you back up your database and restore it with a different name and then try the following command on the new database instance. 
IF EXISTS (SELECT name FROM sys.partition_schemes WHERE name='AuditPScheme')
BEGIN
 SELECT
  CASE WHEN ind.type != 1 
   THEN
    'DROP INDEX [dbo].[AuditBase].' + QUOTENAME(ind.name) + ' '
   ELSE ' '
  END + 
  'CREATE ' + CASE is_unique WHEN 1 THEN 'UNIQUE ' ELSE '' END  +
  ind.type_desc + ' INDEX ' + QUOTENAME(ind.name  COLLATE SQL_Latin1_General_CP1_CI_AS )  + ' ON [dbo].' +  QUOTENAME(OBJECT_NAME(object_id)) + ' (' +
    
  REVERSE(SUBSTRING(REVERSE((
   SELECT name + CASE WHEN sc.is_descending_key = 1 THEN ' DESC' ELSE ' ASC' END + ','
   FROM
    sys.index_columns sc
    JOIN sys.columns c ON sc.object_id = c.object_id AND sc.column_id = c.column_id
   WHERE
    OBJECT_NAME(sc.object_id) = 'AuditBase' AND
    sc.object_id = ind.object_id AND
    sc.index_id = ind.index_id
   ORDER BY index_column_id ASC
   FOR XML PATH('')
        )), 2, 8000)) + ')' +
  CASE WHEN ind.type = 1 
   THEN
    ' WITH (DROP_EXISTING = ON) ON [PRIMARY]'
   ELSE
    ' '
  END  as Script 
 INTO #indexesScript
 FROM sys.indexes ind
 JOIN sys.partition_schemes ps on ind.data_space_id=ps.data_space_id 
 WHERE
  OBJECT_NAME(object_id) = 'AuditBase'
  AND ps.name = 'AuditPScheme'
  AND is_unique_constraint = 0 
 SELECT * FROM #indexesScript 
  
 DECLARE @recreateScript nvarchar(max)
 DECLARE indScript CURSOR FOR
 SELECT Script FROM #indexesScript
 OPEN indScript
 FETCH NEXT FROM indScript INTO @recreateScript
  
 WHILE @@FETCH_STATUS = 0   
 BEGIN  
  BEGIN TRANSACTION t1
  Execute sp_executesql @recreateScript
   
  IF @@ERROR > 0
  BEGIN
   ROLLBACK TRAN t1
   declare @message varchar(max)
   set @message = 'Audit history recreate index failed. SQL: ' + @recreateScript 
      RAISERROR (@message, 10,1)
  END
  ELSE
  BEGIN
   COMMIT TRAN
  END
  FETCH NEXT FROM indScript INTO @recreateScript   
 END  
 DROP PARTITION SCHEME AuditPScheme
 DROP PARTITION FUNCTION AuditPFN
   
 CLOSE indScript   
 DEALLOCATE indScript 
 DROP TABLE #indexesScript
END
 
CREATE UNIQUE CLUSTERED INDEX [cndx_PrimaryKey_Audit] ON [dbo].[AuditBase] (CreatedOn DESC,AuditId DESC) WITH (DROP_EXISTING = ON) ON 
DROP INDEX [dbo].[AuditBase].[ndx_PrimaryKey_Audit] CREATE NONCLUSTERED INDEX [ndx_PrimaryKey_Audit] ON [dbo].[AuditBase] (AuditId ASC,CreatedOn DESC)
DROP INDEX [dbo].[AuditBase].[ndx_ObjectId] CREATE NONCLUSTERED INDEX [ndx_ObjectId] ON [dbo].[AuditBase] (ObjectId ASC,CreatedOn DESC)
DROP INDEX [dbo].[AuditBase].[ndx_UserId] CREATE NONCLUSTERED INDEX [ndx_UserId] ON [dbo].[AuditBase] (UserId ASC,CreatedOn DESC)
DROP INDEX [dbo].[AuditBase].[fndx_ObjectTypeCode] CREATE NONCLUSTERED INDEX [fndx_ObjectTypeCode] ON [dbo].[AuditBase] (ObjectTypeCode ASC,CreatedOn DESC)
DROP INDEX [dbo].[AuditBase].[ndx_SystemManaged_Audit] CREATE NONCLUSTERED INDEX [ndx_SystemManaged_Audit] ON [dbo].[AuditBase] (CallingUserId ASC,Action ASC,Operation ASC,CreatedOn DESC)
 
Once done now you can backup the database and it will be restored without any problem on SQL Server 2012